diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb067bee273a591af3c6b521edb3afee16c43d31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1700}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21790, "cached_input_tokens": 3968, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69d3ce7adbfa44da3020da5be364acdec0de25c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0189a2980e840465", + "api_calls": 0, + "input_tokens": 21790, + "cached_input_tokens": 3968, + "output_tokens": 159, + "total_tokens": 21949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1700, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11241.02, + "sql_execution_elapsed_ms_total": 1.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0189a2980e840465\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..491b49de72d4a9111575f2dd71358c6bb8f587a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:50:59.391165+00:00", + "ended_at": "2026-05-04T06:51:10.631852+00:00", + "elapsed_ms": 11241.02, + "prompt_metrics": { + "chars": 5969, + "bytes_utf8": 5969, + "lines": 184, + "estimated_tokens": 1700 + }, + "stdout_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13161 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 367, + "bytes_utf8": 367, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 21790, + "cached_input_tokens": 3968, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e80f057e262dbe1e6a52d813bb2c69aba1b4eb13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=lug_boot.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0af9684632ffb1dc181bd15456721c9bd55680ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-224e-7c21-b0ed-aad696bf0063"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '2'\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with buying and lug_boot as grouping columns and persons='2' as the fixed filter.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21790,"cached_input_tokens":3968,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..202e392cd62ae6ff884b17ca738c79541c131dba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"persons\" = '2'\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY row_count DESC;","notes":"Uses the required filtered two-dimensional group count template with buying and lug_boot as grouping columns and persons='2' as the fixed filter."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3f0cd4ce16b88ec04a1198563320bb90126dd9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:59.607377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:02.162338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:09.762549Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..404cc11dc9723bda792d00552df91fe1cc581274 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=lug_boot. +Result preview: [{"buying": "high", "lug_boot": "big", "row_count": 48}, {"buying": "high", "lug_boot": "med", "row_count": 48}, {"buying": "high", "lug_boot": "small", "row_count": 48}, {"buying": "low", "lug_boot": "big", "row_count": 48}, {"buying": "low", "lug_boot": "med", "row_count": 48}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2fcc7332bbda74b673a28913c02b0f9d2a1fdae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_0189a2980e840465 +-- problem_id: v2p_c2_c8f18b8ffdf34744 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", COUNT(*) AS row_count +FROM "c2" +WHERE "persons" = '2' +GROUP BY "buying", "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f54b1f49f74c24b261cf31bae11e9033643c0be0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"persons\" = '2'\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '2'\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"lug_boot\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"row_count\": 48}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"row_count\": 48}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"row_count\": 48}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9e1fadf86c732a2035fec6b2134a0f0bc297bb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:50:59.391165+00:00", + "ended_at": "2026-05-04T06:51:10.664270+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0189a2980e840465", + "problem_id": "v2p_c2_c8f18b8ffdf34744", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=lug_boot.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0189a2980e840465.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0189a2980e840465", + "api_calls": 0, + "input_tokens": 21790, + "cached_input_tokens": 3968, + "output_tokens": 159, + "total_tokens": 21949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1700, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11241.02, + "sql_execution_elapsed_ms_total": 1.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0189a2980e840465\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ed46feffe9b224dd98a080b8eb156f80251431b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0189a2980e840465/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:10.656584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11241.02, "started_at": "2026-05-04T06:50:59.391165+00:00", "ended_at": "2026-05-04T06:51:10.631852+00:00", "prompt_metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1700}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21790, "cached_input_tokens": 3968, "output_tokens": 159}, "stderr_preview": "2026-05-04T06:50:59.607377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:02.162338Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51b600d864619ac1ad987711032257ffd6bbcd90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-ba24-7290-bddf-2d314a6bc3d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided template with group_col=\\\"buying\\\" and entity_col=\\\"buying\\\" as bound. Because the grouped column and distinct-counted column are the same, each group's distinct_entities value will be 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":20864,"output_tokens":180}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af458322ed5f05d9596bc80a65c6e55272a27886 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the provided template with group_col=\"buying\" and entity_col=\"buying\" as bound. Because the grouped column and distinct-counted column are the same, each group's distinct_entities value will be 1."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f51b968f93fb9f6fcd84ab22e7fabd5bab7c052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:02.421293Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:04.715765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:12.893079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..961d4d03a8f98bb1e7fd53b32d4368caa1cf21ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bd8dcb92a641cf98a6d8c9dec5c22e20b0f5454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_02b95a0752ab1b50 +-- problem_id: v2p_c2_4ec1796d4ada886c +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5da616e65c9bfa6ef8a03f05226a49e7a7765c59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a918f895a81361b99ffce3a2376c1f226d1aa546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:20:02.212738+00:00", + "ended_at": "2026-05-04T07:20:14.150675+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_02b95a0752ab1b50", + "problem_id": "v2p_c2_4ec1796d4ada886c", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_02b95a0752ab1b50.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_02b95a0752ab1b50", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 20864, + "output_tokens": 180, + "total_tokens": 21902, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1738, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11910.22, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_02b95a0752ab1b50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf781cb14d6e41cf1da13a1d6a53af4e3eeabf88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:14.141272+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11910.22, "started_at": "2026-05-04T07:20:02.215329+00:00", "ended_at": "2026-05-04T07:20:14.125698+00:00", "prompt_metrics": {"chars": 5776, "bytes_utf8": 5776, "lines": 180, "estimated_tokens": 1634}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21722, "cached_input_tokens": 20864, "output_tokens": 180}, "stderr_preview": "2026-05-04T07:20:02.421293Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:04.715765Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "entity_col": "buying", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d0668af1b0707b8bcf2f40c510a652b507dc3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-7013-7571-af01-479c2c6d568c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided template with group_col=\\\"buying\\\", entity_col=\\\"buying\\\", predicate_col=\\\"lug_boot\\\", predicate_value='big', and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":3968,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..293a9ab1f46f8d38abe73994b36ddde2adee069d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;","notes":"Applied the provided template with group_col=\"buying\", entity_col=\"buying\", predicate_col=\"lug_boot\", predicate_value='big', and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e1e34fc8362ee01bd46867c9753674eaca8fb54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:00.057437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:02.358952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:11.142310Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a7b6b7d2b520d4906e3e9861cfd66dd38c749b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db80b2a68961e2adbe473106ea6a2ac6d2f30333 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_02decc38441289c5 +-- problem_id: v2p_c2_c8c9a469c1fefb21 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS "distinct_entities" +FROM "c2" +WHERE "lug_boot" = 'big' +GROUP BY "buying" +ORDER BY "distinct_entities" DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0e57b3fed2c6eec23b1d83f7abab512c3ba92fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f7efd08dd2d436f1e4d8cb5d0f1087360448f3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:22:59.829293+00:00", + "ended_at": "2026-05-04T07:23:11.985359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_02decc38441289c5", + "problem_id": "v2p_c2_c8c9a469c1fefb21", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "entity_col": "buying", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_02decc38441289c5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_02decc38441289c5", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 3968, + "output_tokens": 199, + "total_tokens": 21975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12129.16, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_02decc38441289c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7119ac9858b48b8a9604d5b7b19d413d4496f2df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:11.977505+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12129.16, "started_at": "2026-05-04T07:22:59.831060+00:00", "ended_at": "2026-05-04T07:23:11.954748+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21776, "cached_input_tokens": 3968, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:23:00.057437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:02.358952Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=lug_boot, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad55b39d8c45bfa2517dff0ded5aa287c8961e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-d9b7-75f0-be33-105c39a5aef3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed98d9e99676a4ff74f3d68104eabef8f4752d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"lug_boot\", target_col=\"class\", target_value='unacc', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15480e2915a6ffe2708423f27e6541ae61ab1dc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:20.709520Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:23.214949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:31.983769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1e8e2914ff0438afa1f7072c19946432bd1226f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=lug_boot, target_col=class. +Result preview: [{"lug_boot": "small", "support": 576, "focus_rate": 0.78125}, {"lug_boot": "med", "support": 576, "focus_rate": 0.6805555555555556}, {"lug_boot": "big", "support": 576, "focus_rate": 0.6388888888888888}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7e4310c5655af21427a89e3ac01ed0f997251c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_050bb8c9612638aa +-- problem_id: v2p_c2_c13c0d5c605d28a9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "lug_boot" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8707093b4ae3720a1e5d1fcc062f2fa59ac1015d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"lug_boot\", \"support\", \"focus_rate\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576, \"focus_rate\": 0.78125}, {\"lug_boot\": \"med\", \"support\": 576, \"focus_rate\": 0.6805555555555556}, {\"lug_boot\": \"big\", \"support\": 576, \"focus_rate\": 0.6388888888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1315bc5794e9a0b3355205364d8e3b51b2e921d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:10:20.388882+00:00", + "ended_at": "2026-05-04T07:10:32.866583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_050bb8c9612638aa", + "problem_id": "v2p_c2_c13c0d5c605d28a9", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=lug_boot, target_col=class.", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_050bb8c9612638aa.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_050bb8c9612638aa", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12446.51, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_050bb8c9612638aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d09fc08e76751b32f057418e7e0d3735bbf01e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:32.854610+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12446.51, "started_at": "2026-05-04T07:10:20.390815+00:00", "ended_at": "2026-05-04T07:10:32.834966+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 163}, "stderr_preview": "2026-05-04T07:10:20.709520Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:23.214949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3996a9f4d290af65b89a7a81926b217c7b32437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_050bb8c9612638aa", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12446.51, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_050bb8c9612638aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b08265b9ae8d81b33944c70ca5fffbeaf7ae08be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5757, "bytes_utf8": 5757, "lines": 180, "estimated_tokens": 1647}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 94}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0540a1efb7539f9348cdc8e4f59329c70c8dcfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_057b69b852f8f263", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 94, + "total_tokens": 21829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10381.62, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_057b69b852f8f263\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90fdfdf96567b845d1149e00484e94623023a908 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:04.470759+00:00", + "ended_at": "2026-05-04T07:08:14.852113+00:00", + "elapsed_ms": 10381.62, + "prompt_metrics": { + "chars": 5757, + "bytes_utf8": 5757, + "lines": 180, + "estimated_tokens": 1647 + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": 90 + }, + "usage": { + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 94 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5fc9fe92657cc0c9b041994ea8c7252b1082f9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58c330862a8f57f15b6c30130c8847cba210cfa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-c693-74f0-931c-b303a5cdb9d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"doors\\\" and group_col_2=\\\"class\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21735,"cached_input_tokens":20864,"output_tokens":94}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00ec5aff90d9b57a767688d39cb1536ad9f9dc19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"class\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"class\"\nORDER BY support DESC\nLIMIT 12;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"doors\" and group_col_2=\"class\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e3d79cbf911ab81e7b95b5e03f9da0063a996d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:04.727603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:07.118684Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:14.058469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..12d3ae780ceaa73458a305599cbaedbe046078a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=class. +Result preview: [{"doors": "2", "class": "unacc", "support": 326}, {"doors": "3", "class": "unacc", "support": 300}, {"doors": "4", "class": "unacc", "support": 292}, {"doors": "5more", "class": "unacc", "support": 292}, {"doors": "4", "class": "acc", "support": 102}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80fe7a197452f46e35b8664591598f937add78f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_057b69b852f8f263 +-- problem_id: v2p_c2_8f60f5830bdddf24 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "class", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "class" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..485493f23d960b1f38d537084e3dff0557ebb5c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"class\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"class\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"doors\", \"class\", \"support\"], \"rows\": [{\"doors\": \"2\", \"class\": \"unacc\", \"support\": 326}, {\"doors\": \"3\", \"class\": \"unacc\", \"support\": 300}, {\"doors\": \"4\", \"class\": \"unacc\", \"support\": 292}, {\"doors\": \"5more\", \"class\": \"unacc\", \"support\": 292}, {\"doors\": \"4\", \"class\": \"acc\", \"support\": 102}, {\"doors\": \"5more\", \"class\": \"acc\", \"support\": 102}, {\"doors\": \"3\", \"class\": \"acc\", \"support\": 99}, {\"doors\": \"2\", \"class\": \"acc\", \"support\": 81}, {\"doors\": \"4\", \"class\": \"vgood\", \"support\": 20}, {\"doors\": \"5more\", \"class\": \"vgood\", \"support\": 20}, {\"doors\": \"3\", \"class\": \"good\", \"support\": 18}, {\"doors\": \"4\", \"class\": \"good\", \"support\": 18}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..041767f291cd800a7e5b16d3aa327acc75a92982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:08:04.469030+00:00", + "ended_at": "2026-05-04T07:08:14.878564+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_057b69b852f8f263", + "problem_id": "v2p_c2_8f60f5830bdddf24", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_057b69b852f8f263.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_057b69b852f8f263", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 94, + "total_tokens": 21829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10381.62, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_057b69b852f8f263\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cac785b2d28934cbfc14d895ad0369062665671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_057b69b852f8f263/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:14.870544+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10381.62, "started_at": "2026-05-04T07:08:04.470759+00:00", "ended_at": "2026-05-04T07:08:14.852113+00:00", "prompt_metrics": {"chars": 5757, "bytes_utf8": 5757, "lines": 180, "estimated_tokens": 1647}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 94}, "stderr_preview": "2026-05-04T07:08:04.727603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:07.118684Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "acc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a4cb7a4694c0a3b68f8b76475c90e7664bcf5c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-1405-76c2-b2fb-45ca35aa736e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\" as bound. This computes, for each class group, the within-group proportion of rows whose class is 'acc'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21758,"cached_input_tokens":2432,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6254b93ef65913ae79131784e0907544b0f9f0bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\" as bound. This computes, for each class group, the within-group proportion of rows whose class is 'acc'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abef6ff1a451c6eb53e13f06336d9f528af4311d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:45.790302Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:48.242626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:56.919961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..119af7abd8f34ffc57d55910dbc56ca756004f7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "acc", "condition_rate": 1.0}, {"class": "vgood", "condition_rate": 0.0}, {"class": "unacc", "condition_rate": 0.0}, {"class": "good", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9237f33ebf1a1e98fe72ed8711c70b2d8887d9c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0600353784cdff0b +-- problem_id: v2p_c2_ef5f29ad2a0e4075 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1ea3e2b41ed561d820e1240bb4cec169903e3c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"acc\", \"condition_rate\": 1.0}, {\"class\": \"vgood\", \"condition_rate\": 0.0}, {\"class\": \"unacc\", \"condition_rate\": 0.0}, {\"class\": \"good\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..353534eb4d7e5597a3f93cd102850e9eda3803db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:00:45.500899+00:00", + "ended_at": "2026-05-04T07:00:58.121344+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0600353784cdff0b", + "problem_id": "v2p_c2_ef5f29ad2a0e4075", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "acc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0600353784cdff0b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0600353784cdff0b", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 2432, + "output_tokens": 125, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12584.56, + "sql_execution_elapsed_ms_total": 1.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0600353784cdff0b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cfedf1fa1e160925ecc3b5238bd9cc46152a5e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0600353784cdff0b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:58.104134+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12584.56, "started_at": "2026-05-04T07:00:45.502181+00:00", "ended_at": "2026-05-04T07:00:58.083106+00:00", "prompt_metrics": {"chars": 5905, "bytes_utf8": 5905, "lines": 183, "estimated_tokens": 1668}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21758, "cached_input_tokens": 2432, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:00:45.790302Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:48.242626Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "lug_boot", + "entity_col": "lug_boot", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef5a85006610e7790953783b5e8e6b7c4b0574f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-bf72-7080-950f-49146259e523"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template exactly with group_col=\\\"lug_boot\\\", entity_col=\\\"lug_boot\\\", top_k=13, and SQLite-compatible double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":20864,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c825f526c6f70e9dbb5ac2aaab631ac5f974e9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template exactly with group_col=\"lug_boot\", entity_col=\"lug_boot\", top_k=13, and SQLite-compatible double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a25604e79548aa3bf05b0fff055d3e11a824d21f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:58.248855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:00.792945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:09.979369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2192fc4d93127790ab31fcc4eca183aabff923b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "distinct_entities": 1}, {"lug_boot": "med", "distinct_entities": 1}, {"lug_boot": "big", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c898fe98481c3182731b280192d727b7dd1a7a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_068dab2f2e32f206 +-- problem_id: v2p_c2_bcb51d26b5b52d73 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b7a53d672596902f98e3b560325beaab260e2f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"lug_boot\", \"distinct_entities\"], \"rows\": [{\"lug_boot\": \"small\", \"distinct_entities\": 1}, {\"lug_boot\": \"med\", \"distinct_entities\": 1}, {\"lug_boot\": \"big\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fdace95a39bd68941a0124e2cf20e4208970001 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:18:58.008506+00:00", + "ended_at": "2026-05-04T07:19:10.865884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_068dab2f2e32f206", + "problem_id": "v2p_c2_bcb51d26b5b52d73", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "entity_col": "lug_boot", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_068dab2f2e32f206.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_068dab2f2e32f206", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 20864, + "output_tokens": 107, + "total_tokens": 21829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12820.14, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_068dab2f2e32f206\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ab74857fbaa0a49bcd83d341ada79af716939de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_068dab2f2e32f206/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:10.847660+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12820.14, "started_at": "2026-05-04T07:18:58.011175+00:00", "ended_at": "2026-05-04T07:19:10.831712+00:00", "prompt_metrics": {"chars": 5780, "bytes_utf8": 5780, "lines": 180, "estimated_tokens": 1634}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21722, "cached_input_tokens": 20864, "output_tokens": 107}, "stderr_preview": "2026-05-04T07:18:58.248855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:00.792945Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..295b113f309142053d376b7fdb2ee0e1370885d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-7ca4-7aa3-a3f0-9d4087eb608c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=10. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":20864,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b1f15ef85e970e81e5466c197d32d22d8423e3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='acc', min_support=5, and top_k=10. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2f22c47061385a29726726a4317fefb7364184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:51.316130Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:53.670521Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:05.157452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8adbf517ee36783e8a983c319e190cca5411033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "med", "support": 432, "focus_rate": 0.2662037037037037}, {"maint": "high", "support": 432, "focus_rate": 0.24305555555555555}, {"maint": "low", "support": 432, "focus_rate": 0.21296296296296297}, {"maint": "vhigh", "support": 432, "focus_rate": 0.16666666666666666}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ddb498c0a1a45d06721331162e48650efa91c081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_06a19f9d880447a9 +-- problem_id: v2p_c2_aeb4931266300854 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..089d0f282cf32080516d6387adc9e4b89d174140 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.2662037037037037}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.21296296296296297}, {\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.16666666666666666}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20d1e01df1bd06d11e66475bf70f74abee379a93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:08:51.065632+00:00", + "ended_at": "2026-05-04T07:09:05.708390+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_06a19f9d880447a9", + "problem_id": "v2p_c2_aeb4931266300854", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_06a19f9d880447a9.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_06a19f9d880447a9", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14607.39, + "sql_execution_elapsed_ms_total": 1.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_06a19f9d880447a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ab8921fcf7f4662f27cc4d048cf0b718b5e1512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:05.693737+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14607.39, "started_at": "2026-05-04T07:08:51.067886+00:00", "ended_at": "2026-05-04T07:09:05.675600+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21808, "cached_input_tokens": 20864, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:08:51.316130Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:53.670521Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=10. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5ebdf4e9dc1a65135302bfde331212b02b00af0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_06a19f9d880447a9", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14607.39, + "sql_execution_elapsed_ms_total": 1.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_06a19f9d880447a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b2a3b291e8c1343d634e647091811310f47cc43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1723}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64437ea48ab576bb4df0feaf67b574a26772718c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_086fe3c25c36bc81", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 21972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12133.91, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_086fe3c25c36bc81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc1bb3e4ada5cdd7db6afaeed75b786b9b9fbade --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:21.095079+00:00", + "ended_at": "2026-05-04T07:11:33.229567+00:00", + "elapsed_ms": 12133.91, + "prompt_metrics": { + "chars": 5995, + "bytes_utf8": 5995, + "lines": 181, + "estimated_tokens": 1723 + }, + "stdout_metrics": { + "chars": 847, + "bytes_utf8": 847, + "lines": 4, + "estimated_tokens": 255 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13165 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc34aa3d2ed944d84dae9b667ac63e2191440a7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,181 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b96319a845436c5ac65ad336d7359a45879628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-c699-7093-bcbe-219d0e23b9ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=11. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":20864,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b9cb75df36d5be1759f547ce30388305db9ae9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"buying\", target_col=\"class\", target_value='vgood', min_support=5, and top_k=11. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf0a66cdef7b919ccf26927191681dfa2d3e7515 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:21.317939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:23.617254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:32.452614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b745c7f05dec1f8d33ef355f567c03180f2ee253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "low", "support": 432, "focus_rate": 0.09027777777777778}, {"buying": "med", "support": 432, "focus_rate": 0.06018518518518518}, {"buying": "high", "support": 432, "focus_rate": 0.0}, {"buying": "vhigh", "support": 432, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..671062890a1caf6703c308cb5bc99b5be90b977c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_086fe3c25c36bc81 +-- problem_id: v2p_c2_4a18c0e1a912fe39 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0115a435081a9bb16da2bb846e02ad3fe114ebab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.09027777777777778}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.06018518518518518}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.0}, {\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81ad0c0e12bb080763aa43097c53dceb9647e898 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:11:21.092124+00:00", + "ended_at": "2026-05-04T07:11:33.258248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_086fe3c25c36bc81", + "problem_id": "v2p_c2_4a18c0e1a912fe39", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_086fe3c25c36bc81.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_086fe3c25c36bc81", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 21972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12133.91, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_086fe3c25c36bc81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba01ae3feed5660260f71190c9a54e936893177c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:33.247641+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12133.91, "started_at": "2026-05-04T07:11:21.095079+00:00", "ended_at": "2026-05-04T07:11:33.229567+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:11:21.317939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:23.617254Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=11. Uses only the single provided table and SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21d84433eb06e00c8ea2b342b465dcb230d10436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_086fe3c25c36bc81", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 21972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12133.91, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_086fe3c25c36bc81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6928b7cfc8f274301652b8d0021bca512be86039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1657}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21745, "cached_input_tokens": 20864, "output_tokens": 122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c75a0a3e79065e59c99d0f7f3fc8cc162c0fcd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0921a250802b6ece", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 21867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1763, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12974.75, + "sql_execution_elapsed_ms_total": 0.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0921a250802b6ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c3ad0e65914c6f99f43ee8b6b4cf98c3a8ba339 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:02:34.741956+00:00", + "ended_at": "2026-05-04T07:02:47.716797+00:00", + "elapsed_ms": 12974.75, + "prompt_metrics": { + "chars": 5846, + "bytes_utf8": 5846, + "lines": 182, + "estimated_tokens": 1657 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13149 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 21745, + "cached_input_tokens": 20864, + "output_tokens": 122 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa515f8253770bf640b7103448be971587af9633 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6021f1b22bfaec36613f2ea2f5b9f05cb277bda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-be9d-79d0-8247-eba0c9117ce2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"buying\\\" and the provided filter \\\"buying\\\" = 'low'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21745,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a9896cb028e862228fdc0762974566e2b472754 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"buying\" and the provided filter \"buying\" = 'low'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ece0e4aa2d1beeea4ec67ea09ffff6f638a0d51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:35.019283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:37.541838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:46.802870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..399b5585f24cf9616843f19a01e5ec5396d65680 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying. +Result preview: [{"buying": "low", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f1daca6d290778b26d59a1c4fa0a505d7512695 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_0921a250802b6ece +-- problem_id: v2p_c2_1ad240f3eefdcfe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c5dfba12afcc77bb39c412e35eb8e9795ebcc0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"low\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89168d3a642f26bfd6297f428e4e982273fb15ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:02:34.739360+00:00", + "ended_at": "2026-05-04T07:02:47.748464+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0921a250802b6ece", + "problem_id": "v2p_c2_1ad240f3eefdcfe4", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0921a250802b6ece.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0921a250802b6ece", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 21867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1763, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12974.75, + "sql_execution_elapsed_ms_total": 0.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0921a250802b6ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71c02e5762f24b27ffa8988a2067cea5740874c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0921a250802b6ece/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:47.734950+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12974.75, "started_at": "2026-05-04T07:02:34.741956+00:00", "ended_at": "2026-05-04T07:02:47.716797+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1657}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21745, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:02:35.019283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:37.541838Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..588b1e9fda6171e5bd1cffc4e6310e1bc9a52dfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-3554-7a43-811d-594349f18d6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\". Since grouping and condition use the same column, the result shows a rate of 1 for doors='3' and 0 for other door groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c5ab698a3b689614f575f8150e1b3fdbec4bf12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"doors\" and condition_col=\"doors\". Since grouping and condition use the same column, the result shows a rate of 1 for doors='3' and 0 for other door groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2197b33d536178da2353a2e83ee7b1d626c8c2e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:59.863593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:02.343782Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:10.357304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19142300d506908ba3452a1c4212bfb565615602 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "3", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..68c3f88d9964c4d06712dfa7db96e5c8c6f77c4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0a10680a8ec61087 +-- problem_id: v2p_c2_be9c2d07c0b8fc73 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28ca43c858676f884b5092e3bc7f3bd6cfdef70d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"3\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58645dbad4e69a966b7187238cee6ba37e26b504 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:01:59.588968+00:00", + "ended_at": "2026-05-04T07:02:11.148913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0a10680a8ec61087", + "problem_id": "v2p_c2_be9c2d07c0b8fc73", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0a10680a8ec61087.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0a10680a8ec61087", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21888, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1782, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11522.12, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0a10680a8ec61087\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c036e9c28beb73ceee3d11348cc63c9c034f2424 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a10680a8ec61087/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:11.129668+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11522.12, "started_at": "2026-05-04T07:01:59.591374+00:00", "ended_at": "2026-05-04T07:02:11.108547+00:00", "prompt_metrics": {"chars": 5901, "bytes_utf8": 5901, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21756, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:01:59.863593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:02.343782Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=persons.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "persons", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66df992f930dfe6af6ab2a056b20730b4f4cecdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-ef69-7ce0-be3a-e6fbda0c9a71"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"persons\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"buying\\\", \\\"persons\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=buying, group_col_2=persons, and filter doors='4'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":19840,"output_tokens":201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fc8c194087d358b45d1420fd20b14fcef319f3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"persons\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"buying\", \"persons\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=buying, group_col_2=persons, and filter doors='4'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23b481ffc88cc9727598cf9cf24cc3aa192a803f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:46.560753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:48.836937Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:58.577490Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c6636dd1197e0e8234b0db732ba13309a6c09e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=persons. +Result preview: [{"buying": "high", "persons": "2", "row_count": 36}, {"buying": "high", "persons": "4", "row_count": 36}, {"buying": "high", "persons": "more", "row_count": 36}, {"buying": "low", "persons": "2", "row_count": 36}, {"buying": "low", "persons": "4", "row_count": 36}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3165653400f7f1e3b76b0c749a60ee73fc29d94c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_0a7036a60d37006f +-- problem_id: v2p_c2_333595fdbff5e4a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "persons", COUNT(*) AS "row_count" +FROM "c2" +WHERE "doors" = '4' +GROUP BY "buying", "persons" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb43a994db702eb45ae39c7d37c7b7c4f5193a31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"persons\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"buying\", \"persons\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"persons\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"buying\\\", \\\"persons\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"buying\", \"persons\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"high\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"high\", \"persons\": \"more\", \"row_count\": 36}, {\"buying\": \"low\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"low\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"low\", \"persons\": \"more\", \"row_count\": 36}, {\"buying\": \"med\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"med\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"med\", \"persons\": \"more\", \"row_count\": 36}, {\"buying\": \"vhigh\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"vhigh\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"vhigh\", \"persons\": \"more\", \"row_count\": 36}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..459073881274f5edc4fb8bbcca7545e1bcfb9e82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:50:46.352935+00:00", + "ended_at": "2026-05-04T06:50:59.391165+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0a7036a60d37006f", + "problem_id": "v2p_c2_333595fdbff5e4a7", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=persons.", + "bindings": { + "group_col": "buying", + "group_col_2": "persons", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0a7036a60d37006f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0a7036a60d37006f", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 21989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13015.31, + "sql_execution_elapsed_ms_total": 1.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0a7036a60d37006f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79c1862b5c27397445e0bacaaeb33918f5753619 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0a7036a60d37006f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:59.383784+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13015.31, "started_at": "2026-05-04T06:50:46.354160+00:00", "ended_at": "2026-05-04T06:50:59.370396+00:00", "prompt_metrics": {"chars": 5966, "bytes_utf8": 5966, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 201}, "stderr_preview": "2026-05-04T06:50:46.560753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:48.836937Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ff1e20589bfc316d748462a0e5554f2a19402dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-d976-7413-98cd-6f95efcf3603"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\" using condition_value='low'. Because the grouping column and condition column are the same, the result is deterministic by group: the 'low' group has rate 1.0 and all other maint groups have rate 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":20864,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f27d9b4dd9b46443c0e71f5833b06494a0aaa251 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\" using condition_value='low'. Because the grouping column and condition column are the same, the result is deterministic by group: the 'low' group has rate 1.0 and all other maint groups have rate 0.0."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3619a7f85d4366341f46bd03ac321a8c7a3802 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:36.335994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:38.699937Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:47.840745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bc9f37e6cd625886fd7d686145cd260a7718bef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "low", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d6a771b231bbd8956b9b8874d2560f8b4b79311 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0b48bb0e22fdde0d +-- problem_id: v2p_c2_ea3caa719a412092 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ccec459fb36998509a090f7e9f8bf50e4f2a825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"low\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0afc49cccd9a5f2310e457a09437e280684484d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:01:36.097880+00:00", + "ended_at": "2026-05-04T07:01:48.664875+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0b48bb0e22fdde0d", + "problem_id": "v2p_c2_ea3caa719a412092", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0b48bb0e22fdde0d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0b48bb0e22fdde0d", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 20864, + "output_tokens": 148, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 132, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12531.05, + "sql_execution_elapsed_ms_total": 2.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0b48bb0e22fdde0d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7dfeaa00acb6f3baa89c7c7608842a28e07c246 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:48.646680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12531.05, "started_at": "2026-05-04T07:01:36.099570+00:00", "ended_at": "2026-05-04T07:01:48.630705+00:00", "prompt_metrics": {"chars": 5904, "bytes_utf8": 5904, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 21757, "cached_input_tokens": 20864, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:01:36.335994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:38.699937Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7546a2cb55c8839f158047685c9eba3522d043ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-b1b8-7fb1-8a76-2f1ae48a093d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"safety\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21671,"cached_input_tokens":20864,"output_tokens":90}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e2855f9badc74e2c0be22b77c6f4e725c0d3897 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"safety\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05181a6be9342da162a20c7ba7eead6d6c1046aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:48.346446Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:50.658271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:57.205368Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..667bc2faa4d8a03232debe2b70f0c4068b485856 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "med", "row_count": 576}, {"safety": "low", "row_count": 576}, {"safety": "high", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1f396fb5d0c14fece000aa5032731f40198e519 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_0f708fe568f112c6 +-- problem_id: v2p_c2_fc3ef54117e4a027 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS row_count +FROM "c2" +GROUP BY "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25e48d645fca4922ed36fa946d64a9d6cea81abf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"safety\", \"row_count\"], \"rows\": [{\"safety\": \"med\", \"row_count\": 576}, {\"safety\": \"low\", \"row_count\": 576}, {\"safety\": \"high\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4189226718baea13503f9a4a4917c2d091992bac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:05:48.017460+00:00", + "ended_at": "2026-05-04T07:05:57.874279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0f708fe568f112c6", + "problem_id": "v2p_c2_fc3ef54117e4a027", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_0f708fe568f112c6.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0f708fe568f112c6", + "api_calls": 0, + "input_tokens": 21671, + "cached_input_tokens": 20864, + "output_tokens": 90, + "total_tokens": 21761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1581, + "estimated_output_tokens": 74, + "estimated_total_tokens": 1655, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9829.55, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_0f708fe568f112c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..326b3ade7fb47cb298bfe65e4dccebb9f6b862ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_0f708fe568f112c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:57.864847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9829.55, "started_at": "2026-05-04T07:05:48.019175+00:00", "ended_at": "2026-05-04T07:05:57.842601+00:00", "prompt_metrics": {"chars": 5571, "bytes_utf8": 5571, "lines": 178, "estimated_tokens": 1581}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 21671, "cached_input_tokens": 20864, "output_tokens": 90}, "stderr_preview": "2026-05-04T07:05:48.346446Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:50.658271Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa3ab097e0b6e2858d75870c93129dd33f8b3a9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-8b3e-7460-99df-faba78bfe3a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"safety\\\" and the fixed predicate \\\"safety\\\" = 'high'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7113995290e50288b484bc2146db67e88b78ea28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"safety\" and the fixed predicate \"safety\" = 'high'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..087b479192b0aff240989c75922fee1e226141e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:32.995833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:35.464467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:42.786477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf123609ae14cd0ee40361d4dd3b0450f5a6b4c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..549dfe0d15240026763a839268b17cb11eee2538 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_11ba807321df8d65 +-- problem_id: v2p_c2_289fbeb2f7ec8f58 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6120e79df39b3b5dbed359ed7467ff2406e14ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa13fde519e1c1f7bf30c4928dde5c99ac69345e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:04:29.505198+00:00", + "ended_at": "2026-05-04T07:04:43.715942+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_11ba807321df8d65", + "problem_id": "v2p_c2_289fbeb2f7ec8f58", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_11ba807321df8d65.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_11ba807321df8d65", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 21864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1654, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1760, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14184.86, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_11ba807321df8d65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f4bbf90590236639091c865923f4d4f90c9bfdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_11ba807321df8d65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:43.708301+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14184.86, "started_at": "2026-05-04T07:04:29.507405+00:00", "ended_at": "2026-05-04T07:04:43.692298+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1654}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:04:32.995833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:35.464467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=persons.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6349bdc8a8fb3cda55e500bb2a070bce7922368 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-cb9b-7e11-ab9e-db7030e9c028"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 11;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"persons\\\" and top_k=11, using only the single table \\\"c2\\\" and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21703,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12014ad1ec5d5435c95e1b55e35adf1d535c79bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 11;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"persons\" and top_k=11, using only the single table \"c2\" and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4370bc0d0cdd1ad0e11160e834278ba4f9e52c55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:39.223713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:41.712301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:50.491263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f8e27e7b64cbce2490216eb146b05d331dc6ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=persons. +Result preview: [{"persons": "2", "support": 576}, {"persons": "4", "support": 576}, {"persons": "more", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab2365723ccb9addc3d217f67dc86219c4f204fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_1544f0f9fad955cb +-- problem_id: v2p_c2_3052e95707474ea8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c00e3b46243027390fccb3e93bee845296787ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 11;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"2\", \"support\": 576}, {\"persons\": \"4\", \"support\": 576}, {\"persons\": \"more\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c707c8072c41aea4eaa8d1f7ac2142ee3ac0bc42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:14:38.989991+00:00", + "ended_at": "2026-05-04T07:14:51.359002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1544f0f9fad955cb", + "problem_id": "v2p_c2_3052e95707474ea8", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1544f0f9fad955cb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1544f0f9fad955cb", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12330.89, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1544f0f9fad955cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5aaf319508252d7ecc657e57ff59a1d626859cf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:51.339998+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12330.89, "started_at": "2026-05-04T07:14:38.992182+00:00", "ended_at": "2026-05-04T07:14:51.320964+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1615}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21703, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:14:39.223713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:41.712301Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e5f8b6e6ecd584c7e5fd9ddf134895cd888bca6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-b4bd-7473-a596-6f4b67f9d925"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"buying\\\" on single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":103}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b4a775827528508a4a871942db916b87b107475 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 13;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"buying\" on single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a5ef705ca7c10ae2439528ddc53fbfc06dc4475 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:27.878637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:30.211141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:37.562670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2011daa83bdda0d4e70e5beaa605e5085e7a2ab4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying. +Result preview: [{"buying": "high", "support": 432}, {"buying": "low", "support": 432}, {"buying": "med", "support": 432}, {"buying": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd16a2f5a92768d19d1de2f231081c3f9911da6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_164372c53c26a19c +-- problem_id: v2p_c2_9709bb3a1e305ec6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc6011c023bf03b5433ee614034b5b2aa8d0ee8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 13;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"high\", \"support\": 432}, {\"buying\": \"low\", \"support\": 432}, {\"buying\": \"med\", \"support\": 432}, {\"buying\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3007474ad82b7bf24ed968b92e8c84ef63d3d6c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:13:27.589451+00:00", + "ended_at": "2026-05-04T07:13:38.216572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_164372c53c26a19c", + "problem_id": "v2p_c2_9709bb3a1e305ec6", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_164372c53c26a19c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_164372c53c26a19c", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1620, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1707, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10589.25, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_164372c53c26a19c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fc15969e0d89b31a359c7058b3312b9be9c6589 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_164372c53c26a19c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:38.197319+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10589.25, "started_at": "2026-05-04T07:13:27.591485+00:00", "ended_at": "2026-05-04T07:13:38.180547+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1620}, "response_metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 103}, "stderr_preview": "2026-05-04T07:13:27.878637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:30.211141Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37238bae8f6a4302bcf6a7d53e3dae3bef4d8265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-e234-77f2-b1e6-0854bb0f907a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"doors\\\", target_col bound to \\\"class\\\", target_value fixed to 'good', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2aecd234b9de3a9b258376b4d214e9c2ecc06769 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the required Tail Target-Rate Extremes template with group_col bound to \"doors\", target_col bound to \"class\", target_value fixed to 'good', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d03d0b3acb08f7ecb653a5e6daef331c348fdabe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:17.329967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:19.725578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:29.358130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02936876bb82791758f20bf7e70acb23b6d5980c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "3", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "4", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "5more", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "2", "support": 432, "focus_rate": 0.034722222222222224}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..094ae4fade4428ca98f333b8e7edb680144c0e7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1853a62a91cb9326 +-- problem_id: v2p_c2_9ebb9a1e51496bcf +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5909faa32aa1324102b0e96b0afa84f5a8be9cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.034722222222222224}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1427c01869959d85160b0cb9c1fd1de925aa37c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:09:17.096244+00:00", + "ended_at": "2026-05-04T07:09:29.904985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1853a62a91cb9326", + "problem_id": "v2p_c2_9ebb9a1e51496bcf", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1853a62a91cb9326.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1853a62a91cb9326", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12770.92, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1853a62a91cb9326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..142d7a991ffe63674e0884db28bffbc770eea91e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:29.887612+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12770.92, "started_at": "2026-05-04T07:09:17.097725+00:00", "ended_at": "2026-05-04T07:09:29.868581+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21808, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:09:17.329967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:19.725578Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"doors\\\", target_col bound to \\\"class\\\", target_value fixed to 'good', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f9c53b3b75a832a8f3b9b41ef16f3309b510ab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1853a62a91cb9326/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1853a62a91cb9326", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12770.92, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1853a62a91cb9326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d83512da21babfee60d6df2b869bff2a01703c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a50d0ceab14a09c9033b0870058d0303412b97d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_18eb5d7861a8ab96", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 21945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 132, + "estimated_total_tokens": 1839, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11951.36, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_18eb5d7861a8ab96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1788b4fafd88f304e6c1f728d339e80698663d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:56:29.421784+00:00", + "ended_at": "2026-05-04T06:56:41.372064+00:00", + "elapsed_ms": 11951.36, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 183, + "estimated_tokens": 1707 + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..164a5e5d4db492e87f17e3cbf584c36a642a8380 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf200c3522f77399e2ff6860387739c860163de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-2b92-7e11-be27-921f9fcbe9b7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='acc'. Uses SQLite-compatible AVG over a CASE expression to compute the acc class rate per (maint, lug_boot) group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c249c927b36796b4854bb16c89f97aa8ef5a308 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='acc'. Uses SQLite-compatible AVG over a CASE expression to compute the acc class rate per (maint, lug_boot) group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..091b7e36e29058541d9f5d58f68960c6f76360e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:29.652010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:32.151234Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:40.189190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f38fdce7a5654fe29b4cda941dd0b2a59638e19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=lug_boot, target_col=class. +Result preview: [{"maint": "high", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "med", "target_rate": 0.2777777777777778}, {"maint": "high", "lug_boot": "med", "target_rate": 0.2569444444444444}, {"maint": "med", "lug_boot": "small", "target_rate": 0.24305555555555555}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d543e6ebdffaf2a136853ad343db2cef073ef9be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_18eb5d7861a8ab96 +-- problem_id: v2p_c2_b1cd963e2dd9d3de +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00807c4730918eed85a9a1cf7fa738a6dbbf843c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.2569444444444444}, {\"maint\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.09722222222222222}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0458a004c0ae7ec2c4d9e88af075aad0a0702d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:56:29.420185+00:00", + "ended_at": "2026-05-04T06:56:41.398347+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_18eb5d7861a8ab96", + "problem_id": "v2p_c2_b1cd963e2dd9d3de", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_18eb5d7861a8ab96.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_18eb5d7861a8ab96", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 21945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 132, + "estimated_total_tokens": 1839, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11951.36, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_18eb5d7861a8ab96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54b170da97bed0f4780d9eb2331e90e4153c2c69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:41.388834+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11951.36, "started_at": "2026-05-04T06:56:29.421784+00:00", "ended_at": "2026-05-04T06:56:41.372064+00:00", "prompt_metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T06:56:29.652010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:32.151234Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=safety.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16271419b937c18aff9feb074f850b635d88fdd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-7dfe-7d31-8b22-83ab9a259249"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 14;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with bound roles group_col=\\\"maint\\\" and group_col_2=\\\"safety\\\", quoting identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84cd39f344d8156c2d86eae962b682f60402b90d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 14;","notes":"Used the required Pairwise Sparse Slice Count template with bound roles group_col=\"maint\" and group_col_2=\"safety\", quoting identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68448ebbe66b83b49e44e900915f17a197cb2392 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:36.007919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:38.331851Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:45.384650Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e3e21df814a1b5bf3061cfb841315c10ff0553 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=safety. +Result preview: [{"maint": "high", "safety": "high", "support": 144}, {"maint": "high", "safety": "low", "support": 144}, {"maint": "high", "safety": "med", "support": 144}, {"maint": "low", "safety": "high", "support": 144}, {"maint": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3a3e511922785b466d430bbc7cb19f2a8dae970 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1a1c77bab8d23504 +-- problem_id: v2p_c2_3d5bf320dc6e14f6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3362bfd6c722f05642a3d9298579072d171fa4c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 14;\", \"columns\": [\"maint\", \"safety\", \"support\"], \"rows\": [{\"maint\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..745f52f3387d8cc43f64a5c89a19d3f6a2187295 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:17:35.730124+00:00", + "ended_at": "2026-05-04T07:17:46.274698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1a1c77bab8d23504", + "problem_id": "v2p_c2_3d5bf320dc6e14f6", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=safety.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1a1c77bab8d23504.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1a1c77bab8d23504", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21893, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1789, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10512.48, + "sql_execution_elapsed_ms_total": 1.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1a1c77bab8d23504\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcf89a641dea11ebd1fb2e228f0657572c7cd875 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:46.262142+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10512.48, "started_at": "2026-05-04T07:17:35.732413+00:00", "ended_at": "2026-05-04T07:17:46.245309+00:00", "prompt_metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 180, "estimated_tokens": 1685}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:17:36.007919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:38.331851Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=class.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..008f5184ab514834263a21d763f8c8befc3230ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-6add-7772-85f2-d89cf5f9a456"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 10;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"buying\\\", group_col_2=\\\"class\\\", and top_k=10 on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3dded9a26c6f08b575972e77cdce8b99621792 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 10;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"buying\", group_col_2=\"class\", and top_k=10 on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa22a4e4bb2b66788614779d10e66c87adfdce5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:25.537379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:28.272190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:35.851651Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6f2096689ac312835e04b7955e346924838c0ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=class. +Result preview: [{"buying": "med", "class": "good", "support": 23}, {"buying": "med", "class": "vgood", "support": 26}, {"buying": "low", "class": "vgood", "support": 39}, {"buying": "low", "class": "good", "support": 46}, {"buying": "vhigh", "class": "acc", "support": 72}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a574bb72870eb05f3f185a4ddf1db00ee1bb6948 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1b2b57d70dff9526 +-- problem_id: v2p_c2_256b0003e12754e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16d85c19e137b07805a4aed0fa6e5dd6957cc934 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 10;\", \"columns\": [\"buying\", \"class\", \"support\"], \"rows\": [{\"buying\": \"med\", \"class\": \"good\", \"support\": 23}, {\"buying\": \"med\", \"class\": \"vgood\", \"support\": 26}, {\"buying\": \"low\", \"class\": \"vgood\", \"support\": 39}, {\"buying\": \"low\", \"class\": \"good\", \"support\": 46}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"support\": 72}, {\"buying\": \"low\", \"class\": \"acc\", \"support\": 89}, {\"buying\": \"high\", \"class\": \"acc\", \"support\": 108}, {\"buying\": \"med\", \"class\": \"acc\", \"support\": 115}, {\"buying\": \"low\", \"class\": \"unacc\", \"support\": 258}, {\"buying\": \"med\", \"class\": \"unacc\", \"support\": 268}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c7600f446c156dea930a0b3d11212af62a6cb29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:16:25.296648+00:00", + "ended_at": "2026-05-04T07:16:36.724310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1b2b57d70dff9526", + "problem_id": "v2p_c2_256b0003e12754e1", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1b2b57d70dff9526.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1b2b57d70dff9526", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 125, + "total_tokens": 21899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11393.04, + "sql_execution_elapsed_ms_total": 1.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1b2b57d70dff9526\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed5a6cfa3b6005dd31a31f442352a30f6f37e81b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:36.710680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11393.04, "started_at": "2026-05-04T07:16:25.298561+00:00", "ended_at": "2026-05-04T07:16:36.691947+00:00", "prompt_metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 180, "estimated_tokens": 1686}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:16:25.537379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:28.272190Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e93b4bd88b158d094c24ca2bdd3fea488c456ef8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-5457-7b52-bcef-0be66b74f3af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col bound to \\\"lug_boot\\\" and predicate \\\"maint\\\" = 'low' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0da386ea31fbc09c9d838ce537245d2e4eba081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 18;","notes":"Applied the provided Filtered Top-k Group Count template with group_col bound to \"lug_boot\" and predicate \"maint\" = 'low' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..031160cb3a9b6daaeee7579aa5781e92f8f87565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:18.885412Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:21.216670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:28.702610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..758602a13d4f7e589a0a7f5e5a81a937b10ccaaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "support": 144}, {"lug_boot": "med", "support": 144}, {"lug_boot": "big", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b37bd804a8f22c7a82c0a52ca6c265632b2ea26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_1b53b134ef31af3f +-- problem_id: v2p_c2_f514d9b74ccf7651 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbba6a61e8865257df538a011e5e0279ff73d031 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 144}, {\"lug_boot\": \"med\", \"support\": 144}, {\"lug_boot\": \"big\", \"support\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..988767fe415714dbfc9bbab7569f21a116f7afad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:04:18.641280+00:00", + "ended_at": "2026-05-04T07:04:29.502983+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1b53b134ef31af3f", + "problem_id": "v2p_c2_f514d9b74ccf7651", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1b53b134ef31af3f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1b53b134ef31af3f", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1654, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10822.28, + "sql_execution_elapsed_ms_total": 1.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1b53b134ef31af3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38efca691716ed21aa476b9de8c13e0eba1af599 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:29.480487+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10822.28, "started_at": "2026-05-04T07:04:18.643463+00:00", "ended_at": "2026-05-04T07:04:29.465811+00:00", "prompt_metrics": {"chars": 5850, "bytes_utf8": 5850, "lines": 182, "estimated_tokens": 1654}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:04:18.885412Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:21.216670Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "persons", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62bf8c2a379faba9fb47314f23c27b626bf18144 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-0e38-78d3-b3a5-3e1c1bef7123"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided template with group_col=\\\"persons\\\", entity_col=\\\"persons\\\", and filter \\\"persons\\\" = '4' using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":192}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c7db5043aaa91da85c88b2597c02aa65071f01e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Applied the provided template with group_col=\"persons\", entity_col=\"persons\", and filter \"persons\" = '4' using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5890f32c78b9fd1bb1d8975f42ebd2d0c5fc2088 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:29.502076Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:32.075675Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:40.903815Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..473633227fba5d6e9a270c7737612fbab1682205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=persons. +Result preview: [{"persons": "4", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85ab3f95798e34f94c821d6fb6046377458a9359 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1cf762a525e78655 +-- problem_id: v2p_c2_bc727d5e6705ea29 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d71affb8bdb8cd8d84e7ae093d340e61474f602d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"4\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe8c994d9f3478ea0b053f3e5e031aee9492b37b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:21:29.253168+00:00", + "ended_at": "2026-05-04T07:21:41.759482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1cf762a525e78655", + "problem_id": "v2p_c2_bc727d5e6705ea29", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "persons", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1cf762a525e78655.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1cf762a525e78655", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 192, + "total_tokens": 21965, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1785, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12453.7, + "sql_execution_elapsed_ms_total": 1.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1cf762a525e78655\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e87d5d2d954f30217d80b003f34c8696230d5fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1cf762a525e78655/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:41.743828+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12453.7, "started_at": "2026-05-04T07:21:29.254819+00:00", "ended_at": "2026-05-04T07:21:41.708581+00:00", "prompt_metrics": {"chars": 5990, "bytes_utf8": 5990, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 192}, "stderr_preview": "2026-05-04T07:21:29.502076Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:32.075675Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac783109a7c9c77b52c7825263ad5cc7562f98b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-66c5-7c51-9462-6632b2564908"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"doors\\\", group_col_2=\\\"persons\\\", target_col=\\\"class\\\", and target_value='unacc'. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":2432,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b6c094dffeb536e6b94d9cfead15e2efba03194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"doors\", group_col_2=\"persons\", target_col=\"class\", and target_value='unacc'. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c37f3e47dd81172210396744d10994a36d1c60b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:50.398982Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:52.765396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:00.276062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b568f4bf389c6ee126b619d3d4c456f179ec820 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=persons, target_col=class. +Result preview: [{"doors": "2", "persons": "2", "target_rate": 1.0}, {"doors": "3", "persons": "2", "target_rate": 1.0}, {"doors": "4", "persons": "2", "target_rate": 1.0}, {"doors": "5more", "persons": "2", "target_rate": 1.0}, {"doors": "2", "persons": "more", "target_rate": 0.6944444444444444}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89a949ea0faf7195f7e2f107e718780c287c90e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_1d5f12779f2ce617 +-- problem_id: v2p_c2_90b761211072a736 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2226ad1e1da70e188a215a2146717a66006f6356 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"persons\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"3\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"4\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"5more\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"2\", \"persons\": \"more\", \"target_rate\": 0.6944444444444444}, {\"doors\": \"2\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf51f8ce5c03ffb2874830d931759110df90353d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:57:50.083319+00:00", + "ended_at": "2026-05-04T06:58:01.269499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1d5f12779f2ce617", + "problem_id": "v2p_c2_90b761211072a736", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1d5f12779f2ce617.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1d5f12779f2ce617", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 2432, + "output_tokens": 134, + "total_tokens": 21930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11156.13, + "sql_execution_elapsed_ms_total": 1.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1d5f12779f2ce617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30d06963ef61473dcc0d75fde5ffe40a6c0af5b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:01.257047+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11156.13, "started_at": "2026-05-04T06:57:50.085113+00:00", "ended_at": "2026-05-04T06:58:01.241526+00:00", "prompt_metrics": {"chars": 5960, "bytes_utf8": 5960, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21796, "cached_input_tokens": 2432, "output_tokens": 134}, "stderr_preview": "2026-05-04T06:57:50.398982Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:52.765396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=safety, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40ef4e049b2e30454a189b82858b1e126db33e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-3739-71a0-9ebe-c450abd2df6f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"safety\\\", target_col bound to \\\"class\\\", target_value 'acc', min_support 4, and top_k 19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af13eaf2de7cf005abbd0041d91429ef6b972dad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the required Tail Target-Rate Extremes template with group_col bound to \"safety\", target_col bound to \"class\", target_value 'acc', min_support 4, and top_k 19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f67ac306b8e5279e842ee8dde922119cbd44354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:44.597382Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:47.154874Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:54.996328Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27bd829d40571113aaff83b270af1c3517567c05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=safety, target_col=class. +Result preview: [{"safety": "high", "support": 576, "focus_rate": 0.3541666666666667}, {"safety": "med", "support": 576, "focus_rate": 0.3125}, {"safety": "low", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3701cc480868c7d0a51a126148bb866ee0f0c567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1d983e811e5be28b +-- problem_id: v2p_c2_21ee5a1b83716c91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ded4ef1a6563a676da876052f2f47535af6b4a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"safety\", \"support\", \"focus_rate\"], \"rows\": [{\"safety\": \"high\", \"support\": 576, \"focus_rate\": 0.3541666666666667}, {\"safety\": \"med\", \"support\": 576, \"focus_rate\": 0.3125}, {\"safety\": \"low\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..832ab2f9a220a1d491b0afc3a23c91d1d6741980 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:10:44.394969+00:00", + "ended_at": "2026-05-04T07:10:55.780147+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1d983e811e5be28b", + "problem_id": "v2p_c2_21ee5a1b83716c91", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=safety, target_col=class.", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1d983e811e5be28b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1d983e811e5be28b", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11344.21, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1d983e811e5be28b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f44eac1fe5a4594a9021419b17ca0c5cc30679dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:55.757856+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11344.21, "started_at": "2026-05-04T07:10:44.396789+00:00", "ended_at": "2026-05-04T07:10:55.738900+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:10:44.597382Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:47.154874Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"safety\\\", target_col bound to \\\"class\\\", target_value 'acc', min_support 4, and top_k 19.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61d72eea1520a8eea91a9de2290eaee756fd8f2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1d983e811e5be28b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1d983e811e5be28b", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11344.21, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1d983e811e5be28b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de04909927af61ec92251d069f9ba6881aef7328 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 185}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52a957d48b72ff69c27632ebe0f8ad09e692efbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1eac419ff3f8777a", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 185, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1810, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11992.74, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1eac419ff3f8777a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..051a63a2d2fafe6fb5b19c4343dee797379fe22c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:20:37.846103+00:00", + "ended_at": "2026-05-04T07:20:49.839211+00:00", + "elapsed_ms": 11992.74, + "prompt_metrics": { + "chars": 5985, + "bytes_utf8": 5985, + "lines": 184, + "estimated_tokens": 1688 + }, + "stdout_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6449 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 465, + "bytes_utf8": 465, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8b19f8b96996bf6ee4af4e4c5810ed07f09a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "entity_col": "buying", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59cb056e1b94154114fd48887a209ba19fcf017c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-4576-7bb1-9b98-940960726157"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Filled the provided template exactly with group_col=buying, entity_col=buying, predicate_col=buying, predicate_op='=', predicate_value='low', and top_k=13. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":185}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3a9fcfc076743e1c0a0f7a1a967d84369f4291a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Filled the provided template exactly with group_col=buying, entity_col=buying, predicate_col=buying, predicate_op='=', predicate_value='low', and top_k=13. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83bf2032c36f0b3ddaa5407182efd496d581d928 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T07:20:38.110946Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:40.522642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f57a8d06b2ddf0b55a8c884761e5c67c0797ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "low", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36a7e10bc682cf03d163046f0a7330b800b0a38a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1eac419ff3f8777a +-- problem_id: v2p_c2_e47c99b1b3db447e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d11f57859356cd4ddfc742b4e9bc94e0e27bd75a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"low\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26a6cbc4b65efff61c5aa379466c5cf7b23fc40e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:20:37.844661+00:00", + "ended_at": "2026-05-04T07:20:49.863602+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1eac419ff3f8777a", + "problem_id": "v2p_c2_e47c99b1b3db447e", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "entity_col": "buying", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1eac419ff3f8777a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1eac419ff3f8777a", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 185, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1810, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11992.74, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1eac419ff3f8777a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23f1a5f8818a2283c91bcf0600037824abf4d9b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:49.854490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11992.74, "started_at": "2026-05-04T07:20:37.846103+00:00", "ended_at": "2026-05-04T07:20:49.839211+00:00", "prompt_metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 185}, "stderr_preview": "2026-05-04T07:20:38.110946Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:40.522642Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=persons.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..118a282d7ed239f890deb207d8ac8f37109ff018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-297b-7d41-ac2c-7c759f3ab88e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col bound to \\\"maint\\\", group_col_2 bound to \\\"persons\\\", table bound to \\\"c2\\\", and top_k set to 17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21772,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..764ce041041cf9b612df696fe895834eb540f41e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY support ASC, \"maint\", \"persons\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col bound to \"maint\", group_col_2 bound to \"persons\", table bound to \"c2\", and top_k set to 17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b35a819f03714255397d7b60b17946a7de37f48b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:14.333653Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:16.834014Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:24.113613Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c364400a63131a5add935f263b58db0b49200cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=persons. +Result preview: [{"maint": "high", "persons": "2", "support": 144}, {"maint": "high", "persons": "4", "support": 144}, {"maint": "high", "persons": "more", "support": 144}, {"maint": "low", "persons": "2", "support": 144}, {"maint": "low", "persons": "4", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0851ce2bacfbf93dae2fc6e49bd3c4d3f045d7d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1f46c7591cb8796f +-- problem_id: v2p_c2_9d4d5ee644e2a9de +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY support ASC, "maint", "persons" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30364586f064129f6f5821542f9c4808f00f3c58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY support ASC, \"maint\", \"persons\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 17;\", \"columns\": [\"maint\", \"persons\", \"support\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d82f1a542bea4654c3d4c2a748dd75296a9be70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:17:14.086667+00:00", + "ended_at": "2026-05-04T07:17:24.972960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1f46c7591cb8796f", + "problem_id": "v2p_c2_9d4d5ee644e2a9de", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=persons.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_1f46c7591cb8796f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1f46c7591cb8796f", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21898, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10825.44, + "sql_execution_elapsed_ms_total": 4.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_1f46c7591cb8796f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11e8c29f1e1e09b36155ecbf12dcfde46bf5554a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:24.942526+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10825.44, "started_at": "2026-05-04T07:17:14.088819+00:00", "ended_at": "2026-05-04T07:17:24.913994+00:00", "prompt_metrics": {"chars": 5829, "bytes_utf8": 5829, "lines": 180, "estimated_tokens": 1684}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21772, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:17:14.333653Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:16.834014Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=persons.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eff4b3f8d038319c82af7b321282c4dfb187ed2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-3b60-7e52-ada0-b883f587b305"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Two-Dimensional Top-k Count template with group_col=\\\"doors\\\", group_col_2=\\\"persons\\\", and top_k=14. Uses only the single table \\\"c2\\\" and SQLite-compatible syntax with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21735,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f559a30c82b0a7fb1271b3a838f193de32f42b57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"persons\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the provided Two-Dimensional Top-k Count template with group_col=\"doors\", group_col_2=\"persons\", and top_k=14. Uses only the single table \"c2\" and SQLite-compatible syntax with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..056ad1cde6a2f40615bf1a0f148cefc650c52e22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:29.066590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:31.455769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:39.134369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a58233df3da6aa9ea3188e3698faedd98e43b6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=persons. +Result preview: [{"doors": "2", "persons": "2", "support": 144}, {"doors": "2", "persons": "4", "support": 144}, {"doors": "2", "persons": "more", "support": 144}, {"doors": "3", "persons": "2", "support": 144}, {"doors": "3", "persons": "4", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35386cf4dfaf0ef3802f9a2c9ed16d3c4fde54f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_21e35b155e35a4fe +-- problem_id: v2p_c2_7e18d90adf608ef9 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b9e674df465246baf9988636a4282979438b457 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"persons\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"doors\", \"persons\", \"support\"], \"rows\": [{\"doors\": \"2\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"2\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"2\", \"persons\": \"more\", \"support\": 144}, {\"doors\": \"3\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"3\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"3\", \"persons\": \"more\", \"support\": 144}, {\"doors\": \"4\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"4\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"4\", \"persons\": \"more\", \"support\": 144}, {\"doors\": \"5more\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"5more\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"5more\", \"persons\": \"more\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d7b808babcc019a00fcab623e1a0d61e59630a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:07:28.786934+00:00", + "ended_at": "2026-05-04T07:07:40.144391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_21e35b155e35a4fe", + "problem_id": "v2p_c2_7e18d90adf608ef9", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=persons.", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_21e35b155e35a4fe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_21e35b155e35a4fe", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1750, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11328.62, + "sql_execution_elapsed_ms_total": 1.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_21e35b155e35a4fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae5b10c2bd732430844b72ada2fc199de4f88fea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:40.133850+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11328.62, "started_at": "2026-05-04T07:07:28.789424+00:00", "ended_at": "2026-05-04T07:07:40.118176+00:00", "prompt_metrics": {"chars": 5762, "bytes_utf8": 5762, "lines": 180, "estimated_tokens": 1647}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21735, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:07:29.066590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:31.455769Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebd1bb11b5cbe20543cec5231cc8b208021a6847 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-fa44-70a3-b679-1d4718ef733e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template exactly with group_col=\\\"class\\\" and condition_col=\\\"class\\\". This is a degenerate self-grouped contrast: each class group only contributes to its own class count, so ratios will be 0 or NULL where the denominator is zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":21376,"output_tokens":317}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..881ab5bd452e62092e10bc6c218cb1bcab5f2e75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template exactly with group_col=\"class\" and condition_col=\"class\". This is a degenerate self-grouped contrast: each class group only contributes to its own class count, so ratios will be 0 or NULL where the denominator is zero."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeb1dd601910009e14ad9fe2a0b19a874bb97590 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:05.946945Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:08.603354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:18.934637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b059c30ae70fc5c46024a3d9623c54f333bee007 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "acc", "condition_ratio": 0.0}, {"class": "good", "condition_ratio": null}, {"class": "unacc", "condition_ratio": null}, {"class": "vgood", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e5d2b242c3e6d3f3803355dad7ce67c7fe6b3fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_22da9b7d572afe9e +-- problem_id: v2p_c2_24b38ab0a2f6e939 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d29f212464fa7222b6737d631367d953438b82f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"acc\", \"condition_ratio\": 0.0}, {\"class\": \"good\", \"condition_ratio\": null}, {\"class\": \"unacc\", \"condition_ratio\": null}, {\"class\": \"vgood\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e0480d433448ae310b598773ce5c15022a9826c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:54:05.721797+00:00", + "ended_at": "2026-05-04T06:54:19.649525+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_22da9b7d572afe9e", + "problem_id": "v2p_c2_24b38ab0a2f6e939", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_22da9b7d572afe9e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_22da9b7d572afe9e", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 21376, + "output_tokens": 317, + "total_tokens": 22223, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 186, + "estimated_total_tokens": 2002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13897.9, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_22da9b7d572afe9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cf7fe22f31d29244aef3d92bf1b026a40ab9d0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:19.636946+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13897.9, "started_at": "2026-05-04T06:54:05.721797+00:00", "ended_at": "2026-05-04T06:54:19.625775+00:00", "prompt_metrics": {"chars": 6470, "bytes_utf8": 6470, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 732, "bytes_utf8": 732, "lines": 1, "estimated_tokens": 186}, "usage": {"input_tokens": 21906, "cached_input_tokens": 21376, "output_tokens": 317}, "stderr_preview": "2026-05-04T06:54:05.946945Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:08.603354Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..948d19e234ffc8ffc0f018470a456f96c5cdc1c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-3475-73b0-92d8-4a4137212144"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\"; condition_value bound to 'low'. Since grouping and condition use the same column, the result yields 1 for the 'low' group and 0 for all other maint groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1884f8f64549fca5739570da850aa4d70f72202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Used the planned Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\"; condition_value bound to 'low'. Since grouping and condition use the same column, the result yields 1 for the 'low' group and 0 for all other maint groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..374289e6671bce5d7d6f78845f0d2326b0471e6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:43.054532Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:45.486183Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:57.379909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77ec19f9fadab5ae83c6bde65f2647780ff04d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "low", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02bcb8965019695ec62e45ec4f5fbb2c32f9cdaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_2422f797a2eb2f63 +-- problem_id: v2p_c2_48842c140a305a6f +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e306204e4fec201685818eff7f2daa31fefc657d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"low\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca05fd61cbc1e3be84beaa9104f7729ff7d04c16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:58:42.806371+00:00", + "ended_at": "2026-05-04T06:58:58.491250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2422f797a2eb2f63", + "problem_id": "v2p_c2_48842c140a305a6f", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_2422f797a2eb2f63.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2422f797a2eb2f63", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1788, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15654.26, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2422f797a2eb2f63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b3a23ee9a42b0daf5db3a2c8cb269d749a9e74c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:58.481489+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15654.26, "started_at": "2026-05-04T06:58:42.809320+00:00", "ended_at": "2026-05-04T06:58:58.463162+00:00", "prompt_metrics": {"chars": 5908, "bytes_utf8": 5908, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21756, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T06:58:43.054532Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:45.486183Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "lug_boot", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d8df836ad48a6cf4a677573ab45bdba772d066 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-55a9-7a83-b238-ed76e51a5a7f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"lug_boot\\\" and top_k=17. Query is single-table, SQLite-compatible, and uses only provided identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aafb12a4ab00b46b5dafb3b2d2858301b3f65b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 17;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"lug_boot\" and top_k=17. Query is single-table, SQLite-compatible, and uses only provided identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa322840c4fb7485fe2baad385bda37d0b6353e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:14.553992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:16.867512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:24.356645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb716b7cda66a39c9040ff80d22cd83cd92c53f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "big", "support": 576}, {"lug_boot": "med", "support": 576}, {"lug_boot": "small", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..17398f2361ed42b965e9df9f008b07240b0bb6d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_2500f342d34a0111 +-- problem_id: v2p_c2_5c92315738c976bb +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e651cf4c1dfae5e02dbfe92a3f3f585981ed3390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 17;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"big\", \"support\": 576}, {\"lug_boot\": \"med\", \"support\": 576}, {\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7e5b73274fc3b40bbf4167de32fb4e68168f954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:15:14.335056+00:00", + "ended_at": "2026-05-04T07:15:25.193949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2500f342d34a0111", + "problem_id": "v2p_c2_5c92315738c976bb", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_2500f342d34a0111.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2500f342d34a0111", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1717, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10827.03, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2500f342d34a0111\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a92afb3301074471e9c12b59b4f61b6e8b0c96f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2500f342d34a0111/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:25.182785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10827.03, "started_at": "2026-05-04T07:15:14.337308+00:00", "ended_at": "2026-05-04T07:15:25.164512+00:00", "prompt_metrics": {"chars": 5657, "bytes_utf8": 5657, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:15:14.553992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:16.867512Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce6521adac5eb03b2ae1428649d78003a1420279 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-d13f-7500-b981-4267ced794f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=safety, target_col=class, and target_value='acc'. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21799,"cached_input_tokens":20864,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2521d895ea691430dc618ddf7ad4ed3a77ed8ba0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY \"target_rate\" DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=safety, target_col=class, and target_value='acc'. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce6e77a4826849721e3257da6c5525cdee94d30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:01.046983Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:03.600687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:12.286344Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..597307cf206bcc41935689b4e4b1793b3743b837 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=safety, target_col=class. +Result preview: [{"buying": "high", "safety": "high", "target_rate": 0.4791666666666667}, {"buying": "med", "safety": "med", "target_rate": 0.4097222222222222}, {"buying": "low", "safety": "med", "target_rate": 0.3888888888888889}, {"buying": "med", "safety": "high", "target_rate": 0.3888888888888889}, {"buying": "vhigh", "safety": "high", "target_rate": 0.3194444444444444}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df7c75577c71f31cfc18e07f746449de55ae2c8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_25159c469388a26b +-- problem_id: v2p_c2_b6ebf8c82f71557d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6a55eb5362845aa640ad31eb536df4420012f1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"buying\", \"safety\", \"target_rate\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"target_rate\": 0.4791666666666667}, {\"buying\": \"med\", \"safety\": \"med\", \"target_rate\": 0.4097222222222222}, {\"buying\": \"low\", \"safety\": \"med\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"med\", \"safety\": \"high\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.3194444444444444}, {\"buying\": \"high\", \"safety\": \"med\", \"target_rate\": 0.2708333333333333}, {\"buying\": \"low\", \"safety\": \"high\", \"target_rate\": 0.22916666666666666}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"buying\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f9689f2cd4bd4aa48631a5191b63d6291c99129 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:54:57.525534+00:00", + "ended_at": "2026-05-04T06:55:13.105309+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_25159c469388a26b", + "problem_id": "v2p_c2_b6ebf8c82f71557d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_25159c469388a26b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_25159c469388a26b", + "api_calls": 0, + "input_tokens": 21799, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 21940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1709, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15549.07, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_25159c469388a26b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88c5b68cb8abd1733f65316c4de2c3dce0dc1254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_25159c469388a26b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:13.096288+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15549.07, "started_at": "2026-05-04T06:54:57.529164+00:00", "ended_at": "2026-05-04T06:55:13.078837+00:00", "prompt_metrics": {"chars": 5955, "bytes_utf8": 5955, "lines": 183, "estimated_tokens": 1709}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21799, "cached_input_tokens": 20864, "output_tokens": 141}, "stderr_preview": "2026-05-04T06:55:01.046983Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:03.600687Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac8d8d49cb1e18a72896708adf8d8753bfafa5a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-2d76-7852-bdaa-689ee814c9f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"doors\\\",\\n SUM(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"doors\\\"\\n)\\nSELECT \\\"doors\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\", using positive_value='2' and negative_value='3'. Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8c47df91467c515ced8ac0fdbe2fd36d27447a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"doors\",\n SUM(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"doors\"\n)\nSELECT \"doors\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"doors\" and condition_col=\"doors\", using positive_value='2' and negative_value='3'. Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87158f9e70b084ec839a159ab49056ed756799cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:13.514452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:16.097832Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:25.666990Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d9d691a5d442ac276f92d5f8d697f6e132cf73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "3", "condition_ratio": 0.0}, {"doors": "2", "condition_ratio": null}, {"doors": "4", "condition_ratio": null}, {"doors": "5more", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f9cb086a82e1058a3c4e2a41bcab0d81f0cd894 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_2798f5263c2f7c8c +-- problem_id: v2p_c2_d979311586482d97 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "doors", + SUM(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "doors" +) +SELECT "doors", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63ee5ef1931cb45c7df1fa8408ed362f13c74fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"doors\",\n SUM(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"doors\"\n)\nSELECT \"doors\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"doors\\\",\\n SUM(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"doors\\\"\\n)\\nSELECT \\\"doors\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"doors\", \"condition_ratio\"], \"rows\": [{\"doors\": \"3\", \"condition_ratio\": 0.0}, {\"doors\": \"2\", \"condition_ratio\": null}, {\"doors\": \"4\", \"condition_ratio\": null}, {\"doors\": \"5more\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fa57cbeb02831c535a5fc3838a063de4edb8051 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:53:13.312207+00:00", + "ended_at": "2026-05-04T06:53:26.354451+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2798f5263c2f7c8c", + "problem_id": "v2p_c2_d979311586482d97", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_2798f5263c2f7c8c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2798f5263c2f7c8c", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 183, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 167, + "estimated_total_tokens": 1981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13004.02, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2798f5263c2f7c8c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1bae7e519e7f841ea9a40573a7209c9619a9105 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:26.344636+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13004.02, "started_at": "2026-05-04T06:53:13.323694+00:00", "ended_at": "2026-05-04T06:53:26.327698+00:00", "prompt_metrics": {"chars": 6460, "bytes_utf8": 6460, "lines": 183, "estimated_tokens": 1814}, "response_metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 183}, "stderr_preview": "2026-05-04T06:53:13.514452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:16.097832Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "entity_col": "doors", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a0d4d5e900f37c3a878b096e3c5dab9f0f7b24e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-dc68-70d1-a5ac-e169e43f7f77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template and bindings exactly: group_col=\\\"doors\\\", entity_col=\\\"doors\\\", predicate_col=\\\"doors\\\", predicate_op=\\\"=\\\", predicate_value='5more', top_k=10. Since grouping and distinct-counting are both on \\\"doors\\\" under a fixed \\\"doors\\\" filter, the result will only cover the matching door category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":19840,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0b8f1517d7a5763fdf51579f131d171d579071b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;","notes":"Used the provided template and bindings exactly: group_col=\"doors\", entity_col=\"doors\", predicate_col=\"doors\", predicate_op=\"=\", predicate_value='5more', top_k=10. Since grouping and distinct-counting are both on \"doors\" under a fixed \"doors\" filter, the result will only cover the matching door category."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4d67eec469d9b7fd256c2a0e0b48bc1a69d64db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:16.729229Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:19.192299Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:28.448944Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acad32fddfcbacd90b646f26b2c6a288645cf95d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors. +Result preview: [{"doors": "5more", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc5e30672aa1dd41fa900df35697397e216beb2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_29793afbcf156988 +-- problem_id: v2p_c2_2cf1582a7a0308e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS "distinct_entities" +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07ca2b25c454863cb3fc991516180a6e6bd657cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\", \"columns\": [\"doors\", \"distinct_entities\"], \"rows\": [{\"doors\": \"5more\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..895e3032dc49b552cc7e6fba30b8d2946210524a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:21:16.476485+00:00", + "ended_at": "2026-05-04T07:21:29.249993+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_29793afbcf156988", + "problem_id": "v2p_c2_2cf1582a7a0308e5", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "entity_col": "doors", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_29793afbcf156988.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_29793afbcf156988", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 19840, + "output_tokens": 208, + "total_tokens": 21981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12743.44, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_29793afbcf156988\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a22aa82b48c3b5749f9522ec30632abc2fd7aafb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29793afbcf156988/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:29.241847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12743.44, "started_at": "2026-05-04T07:21:16.480354+00:00", "ended_at": "2026-05-04T07:21:29.223514+00:00", "prompt_metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21773, "cached_input_tokens": 19840, "output_tokens": 208}, "stderr_preview": "2026-05-04T07:21:16.729229Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:19.192299Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51559241835ee1ace0ab354d69af392e3c477295 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-0ffc-7551-806a-45125596dc35"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bound roles group_col=\\\"maint\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a45d2c324ec2c691305d8a219101b6eb0269f70f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bound roles group_col=\"maint\", group_col_2=\"class\", target_col=\"class\", and target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a24ab8fd050a93e1604be055c5bc9a7e121caa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:28.172072Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:30.509801Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:38.054030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e51fddf3d7a0c41db5cce390350f369fc3723f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=class, target_col=class. +Result preview: [{"maint": "high", "class": "vgood", "target_rate": 1.0}, {"maint": "low", "class": "vgood", "target_rate": 1.0}, {"maint": "med", "class": "vgood", "target_rate": 1.0}, {"maint": "high", "class": "acc", "target_rate": 0.0}, {"maint": "high", "class": "unacc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b12ec1d3ebd912468d302da29776e2c92aad7b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_29836e99e436a209 +-- problem_id: v2p_c2_0c6efbb73557f4a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dee4bf44551845ac48263ce3bd9e3b99f46a0df7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"class\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d429c9c746a670513885a329ad15428c76a0821c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:57:27.919767+00:00", + "ended_at": "2026-05-04T06:57:39.062340+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_29836e99e436a209", + "problem_id": "v2p_c2_0c6efbb73557f4a2", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_29836e99e436a209.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_29836e99e436a209", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11113.04, + "sql_execution_elapsed_ms_total": 1.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_29836e99e436a209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a834ba0bac03ef839ec102041a5d31689442cfde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_29836e99e436a209/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:39.052142+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11113.04, "started_at": "2026-05-04T06:57:27.921376+00:00", "ended_at": "2026-05-04T06:57:39.033536+00:00", "prompt_metrics": {"chars": 5953, "bytes_utf8": 5953, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T06:57:28.172072Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:30.509801Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a604df57c962c4efc76efc77d80b3c7f5dc1ca0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-216c-7820-ba61-c1148d398108"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=14. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":20864,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa4087b4e6ea06abe9299025a11a7dfa48b4ae2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"buying\", target_col=\"class\", target_value='unacc', min_support=5, and top_k=14. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a88a15526c88abc37ea077c2b3489b89bba684d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:28.009191Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:30.776846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:38.475122Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..956d8e25e1aef53ce3f72859df6b05ff1fdd1bb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"buying": "high", "support": 432, "focus_rate": 0.75}, {"buying": "med", "support": 432, "focus_rate": 0.6203703703703703}, {"buying": "low", "support": 432, "focus_rate": 0.5972222222222222}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab976b30e513c9c577c65d61e9f2dce8d1be7f96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_2a191cce236d4449 +-- problem_id: v2p_c2_42eb8154373414d7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b3f102a54bdb267e42543e904bd1357005aa267 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.75}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.5972222222222222}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2faba656d234800cbd4ea675b8cf44d7fc346a04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:08:27.705687+00:00", + "ended_at": "2026-05-04T07:08:39.217754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2a191cce236d4449", + "problem_id": "v2p_c2_42eb8154373414d7", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_2a191cce236d4449.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2a191cce236d4449", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 163, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11481.06, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2a191cce236d4449\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e0e8d279ccee3152e3aea5f8f0800a03bdba6fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:39.206894+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11481.06, "started_at": "2026-05-04T07:08:27.707514+00:00", "ended_at": "2026-05-04T07:08:39.188266+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 163}, "stderr_preview": "2026-05-04T07:08:28.009191Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:30.776846Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=14. All identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3fb0718e6858700f4283ebaa09f4138c4f6c35a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2a191cce236d4449/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2a191cce236d4449", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 163, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11481.06, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2a191cce236d4449\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd1f7bd04f283c9da5dc8ae066ee5f5f07cc7e16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5760, "bytes_utf8": 5760, "lines": 180, "estimated_tokens": 1648}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21736, "cached_input_tokens": 20864, "output_tokens": 109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb4047fbb48e5fd1ffe5c51101af33214be1be56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2b1f65a1b7d5d6d2", + "api_calls": 0, + "input_tokens": 21736, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1648, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1741, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12580.02, + "sql_execution_elapsed_ms_total": 1.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2b1f65a1b7d5d6d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8cf3fa40b2fb4b2770b44bb1a255f0befaf9866b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:51.854070+00:00", + "ended_at": "2026-05-04T07:08:04.434557+00:00", + "elapsed_ms": 12580.02, + "prompt_metrics": { + "chars": 5760, + "bytes_utf8": 5760, + "lines": 180, + "estimated_tokens": 1648 + }, + "stdout_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 342, + "bytes_utf8": 342, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 21736, + "cached_input_tokens": 20864, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..999a3e22cfa7281b85d139e54ce4e7fd97daf06f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=safety.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8653cbe65f98a9c91c2f427fcf8212234282555f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-9550-7092-ab96-f2b844655896"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col=\\\"doors\\\" and group_col_2=\\\"safety\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21736,"cached_input_tokens":20864,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d12443479ee06c9caef671d5b318fe0010b98b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"safety\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"safety\"\nORDER BY support DESC\nLIMIT 11;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col=\"doors\" and group_col_2=\"safety\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..557735894d46affb3fece858995dfe5404201d0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:52.129847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:54.613992Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:03.551168Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85dc7f4ccf355c5414ac50227e4f1245820dde05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=safety. +Result preview: [{"doors": "2", "safety": "high", "support": 144}, {"doors": "2", "safety": "low", "support": 144}, {"doors": "2", "safety": "med", "support": 144}, {"doors": "3", "safety": "high", "support": 144}, {"doors": "3", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c825b659cd1179c22cdd59cb383ea69d618ccdc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_2b1f65a1b7d5d6d2 +-- problem_id: v2p_c2_eb95e8629f4944f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "safety", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "safety" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efcda6b0148d090e48864d1248c3da5267b68b1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"safety\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"safety\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"doors\", \"safety\", \"support\"], \"rows\": [{\"doors\": \"2\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"2\", \"safety\": \"low\", \"support\": 144}, {\"doors\": \"2\", \"safety\": \"med\", \"support\": 144}, {\"doors\": \"3\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"3\", \"safety\": \"low\", \"support\": 144}, {\"doors\": \"3\", \"safety\": \"med\", \"support\": 144}, {\"doors\": \"4\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"4\", \"safety\": \"low\", \"support\": 144}, {\"doors\": \"4\", \"safety\": \"med\", \"support\": 144}, {\"doors\": \"5more\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"5more\", \"safety\": \"low\", \"support\": 144}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae1de33fb562ac07ba976f81c49d2ce23d17661c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:07:51.852408+00:00", + "ended_at": "2026-05-04T07:08:04.466611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2b1f65a1b7d5d6d2", + "problem_id": "v2p_c2_eb95e8629f4944f7", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=safety.", + "bindings": { + "group_col": "doors", + "group_col_2": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_2b1f65a1b7d5d6d2.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2b1f65a1b7d5d6d2", + "api_calls": 0, + "input_tokens": 21736, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1648, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1741, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12580.02, + "sql_execution_elapsed_ms_total": 1.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2b1f65a1b7d5d6d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bb1bdb72d6b9b5933ebdf3333c9bca62dd94841 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:04.451828+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12580.02, "started_at": "2026-05-04T07:07:51.854070+00:00", "ended_at": "2026-05-04T07:08:04.434557+00:00", "prompt_metrics": {"chars": 5760, "bytes_utf8": 5760, "lines": 180, "estimated_tokens": 1648}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21736, "cached_input_tokens": 20864, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:07:52.129847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:54.613992Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=safety.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a76e16a3bd43cf57d94737af611dce6275d4eea2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-356f-7772-ad26-fb40aec96305"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"safety\\\"\\nLIMIT 14;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with group_col=\\\"buying\\\" and group_col_2=\\\"safety\\\" on the single table \\\"c2\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3161af3bc6b5c788c8425a9176d6e13548f03c49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY support ASC, \"buying\", \"safety\"\nLIMIT 14;","notes":"Used the required Pairwise Sparse Slice Count template with group_col=\"buying\" and group_col_2=\"safety\" on the single table \"c2\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6870f2ab50aa8b30db56ea71c07339e0b371055 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:11.850376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:14.355402Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:24.499698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2c1303e6458268fd0d151590f4f5ed65801711 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=safety. +Result preview: [{"buying": "high", "safety": "high", "support": 144}, {"buying": "high", "safety": "low", "support": 144}, {"buying": "high", "safety": "med", "support": 144}, {"buying": "low", "safety": "high", "support": 144}, {"buying": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3d9196a65dedd0f9b3ca4b499b12adf0d51f99e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_2dd822d1c8b3fb17 +-- problem_id: v2p_c2_6f0bead1c600c23b +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY support ASC, "buying", "safety" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81eed7cf419aab8d28b1860c22831db40a6ca707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY support ASC, \"buying\", \"safety\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"safety\\\"\\nLIMIT 14;\", \"columns\": [\"buying\", \"safety\", \"support\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"buying\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0af993cbf0e08243ed371f338b319de03011000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:16:11.613559+00:00", + "ended_at": "2026-05-04T07:16:25.294753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2dd822d1c8b3fb17", + "problem_id": "v2p_c2_6f0bead1c600c23b", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=safety.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_2dd822d1c8b3fb17.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2dd822d1c8b3fb17", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13623.21, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_2dd822d1c8b3fb17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cfc2f83d64f029bac6aca9b865005095f6512a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:25.270916+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13623.21, "started_at": "2026-05-04T07:16:11.616811+00:00", "ended_at": "2026-05-04T07:16:25.235181+00:00", "prompt_metrics": {"chars": 5827, "bytes_utf8": 5827, "lines": 180, "estimated_tokens": 1686}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:16:11.850376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:14.355402Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6e6c490080ed7ac3c7f41bf2cf2729c0ea5ac13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-8e36-7cf0-837d-bb1f781e7663"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required grouped ratio template exactly with group_col=\\\"class\\\" and condition_col=\\\"class\\\", using positive_value='unacc' and negative_value='acc'. This creates per-class self-conditional ratios; groups without any 'acc' rows will yield NULL via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":19840,"output_tokens":243}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce2feca2cce3083d12f5cdc57506d7a18c330031 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required grouped ratio template exactly with group_col=\"class\" and condition_col=\"class\", using positive_value='unacc' and negative_value='acc'. This creates per-class self-conditional ratios; groups without any 'acc' rows will yield NULL via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29b734437a546529772984bf1286945a630ca2fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:32.750907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:35.272886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:45.144575Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b059c30ae70fc5c46024a3d9623c54f333bee007 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "acc", "condition_ratio": 0.0}, {"class": "good", "condition_ratio": null}, {"class": "unacc", "condition_ratio": null}, {"class": "vgood", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55387752a70dba4926ae68ccdf8798389878fcb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_3118319e52501924 +-- problem_id: v2p_c2_e515b652e4a3a4f9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49f44829e27507127065752f7b0ee0c59fc63b0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"acc\", \"condition_ratio\": 0.0}, {\"class\": \"good\", \"condition_ratio\": null}, {\"class\": \"unacc\", \"condition_ratio\": null}, {\"class\": \"vgood\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b889aa03f20eb3c3feac145ac3da64df763929ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:52:32.522314+00:00", + "ended_at": "2026-05-04T06:52:45.941559+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3118319e52501924", + "problem_id": "v2p_c2_e515b652e4a3a4f9", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3118319e52501924.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3118319e52501924", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 19840, + "output_tokens": 243, + "total_tokens": 22149, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 188, + "estimated_total_tokens": 2004, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13389.96, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3118319e52501924\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bb9ed0a10007add13642ce33eee85b8eba1322f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3118319e52501924/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:45.932276+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13389.96, "started_at": "2026-05-04T06:52:32.524744+00:00", "ended_at": "2026-05-04T06:52:45.915292+00:00", "prompt_metrics": {"chars": 6469, "bytes_utf8": 6469, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 745, "bytes_utf8": 745, "lines": 1, "estimated_tokens": 188}, "usage": {"input_tokens": 21906, "cached_input_tokens": 19840, "output_tokens": 243}, "stderr_preview": "2026-05-04T06:52:32.750907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:35.272886Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae325f72f496230fab9897dd88cdde569f0e0110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-3235-7791-869c-def0735662c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles and SQLite-compatible syntax. Identifiers are double-quoted; the predicate value is a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":20864,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02dd791d2045153c0e8298da134ba74185f90d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with bound roles and SQLite-compatible syntax. Identifiers are double-quoted; the predicate value is a string literal."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14514114524f83a9500eb1cd7e2e6ec0c8fd0a96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:15.704206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:17.966859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:26.154576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc33682cbc62683431c5e577fbc8ec2d154769b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "high", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c94db298b8bf53a60ff1d987a3a594b3c162873 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3239bda3c78b00f5 +-- problem_id: v2p_c2_d5e95d7d67fc2c83 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5a52f8f05d169fb3c5516fa2187c0956751c901 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"high\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cea6d402bd7899de11ebef5a1784f4cee8a9fd91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:05:15.378464+00:00", + "ended_at": "2026-05-04T07:05:26.940186+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3239bda3c78b00f5", + "problem_id": "v2p_c2_d5e95d7d67fc2c83", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3239bda3c78b00f5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3239bda3c78b00f5", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 21848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11518.75, + "sql_execution_elapsed_ms_total": 0.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3239bda3c78b00f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5833f0b1e753f1fc942fc8914ea4199b52f34b41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:26.927893+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11518.75, "started_at": "2026-05-04T07:05:15.379476+00:00", "ended_at": "2026-05-04T07:05:26.898958+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21743, "cached_input_tokens": 20864, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:05:15.704206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:17.966859Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=doors.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "doors", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..529dcc743c8f92caa71151bf8bb2a5981e8e53fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-a159-7701-8c23-967c0c240e3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 15;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"doors\\\" and top_k=15 on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":20864,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba4e8cd0e8b64361cdad8f2ef9cc4cf6119af279 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 15;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"doors\" and top_k=15 on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c314c6d72c76f8ab659384a460be80df303da9be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:28.399513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:31.147807Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:38.168641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a88ca45c84d23cdd4c505af8a3f6a6d02b1b7ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=doors. +Result preview: [{"doors": "2", "support": 432}, {"doors": "3", "support": 432}, {"doors": "4", "support": 432}, {"doors": "5more", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c6f24ee99208e69ebf0e6fc9de0ed21e61fc47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_34537e335777035b +-- problem_id: v2p_c2_d29460be9e7ab7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f84fbfe2556f24f52a31b87c0a5244a3f5cac474 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 15;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"2\", \"support\": 432}, {\"doors\": \"3\", \"support\": 432}, {\"doors\": \"4\", \"support\": 432}, {\"doors\": \"5more\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc17de3194c6141b86e777df1d2d89477dbcff2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:14:28.144318+00:00", + "ended_at": "2026-05-04T07:14:38.987314+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_34537e335777035b", + "problem_id": "v2p_c2_d29460be9e7ab7d1", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_34537e335777035b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_34537e335777035b", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 21809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10804.26, + "sql_execution_elapsed_ms_total": 1.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_34537e335777035b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15e29be803786da2a60961f0a461262a24376f13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_34537e335777035b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:38.966802+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10804.26, "started_at": "2026-05-04T07:14:28.146604+00:00", "ended_at": "2026-05-04T07:14:38.951068+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1616}, "response_metrics": {"chars": 322, "bytes_utf8": 322, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21704, "cached_input_tokens": 20864, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:14:28.399513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:31.147807Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fc8759ff89519f181ffea22d4c691d8378ef27a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-4e44-7a90-aeab-e8a14c30d694"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"buying\\\" and target_col=\\\"class\\\", measuring the rate of class='unacc' per buying category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":20864,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3525dfecdc0ee4b92705f63d78eacf92dcbfdf3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Uses the required Tail Target-Rate Extremes template with group_col=\"buying\" and target_col=\"class\", measuring the rate of class='unacc' per buying category."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8093f50ddeb56fcbc3076f0c3160b0565f9088 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:39.501363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:41.837174Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:50.317362Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc36efa74d5152daedb32786d8c87abb92e849fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"buying": "high", "support": 432, "focus_rate": 0.75}, {"buying": "med", "support": 432, "focus_rate": 0.6203703703703703}, {"buying": "low", "support": 432, "focus_rate": 0.5972222222222222}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac1ef207a0dd0fb2e5964523b7950ad6687217b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_36faee68b5beb83b +-- problem_id: v2p_c2_8f021547e48b2c11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04a57aab38d5bddee661031799ad95e90c7de8d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.75}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.5972222222222222}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b5be81bf38f8baa4e02c7d9ce76142503b4f22b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:08:39.220726+00:00", + "ended_at": "2026-05-04T07:08:51.062284+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_36faee68b5beb83b", + "problem_id": "v2p_c2_8f021547e48b2c11", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_36faee68b5beb83b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_36faee68b5beb83b", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11793.42, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_36faee68b5beb83b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e30539291ee36a567125f2ce93985d4e41ed2466 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:51.032962+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11793.42, "started_at": "2026-05-04T07:08:39.222453+00:00", "ended_at": "2026-05-04T07:08:51.015988+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:08:39.501363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:41.837174Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"buying\\\" and target_col=\\\"class\\\", measuring the rate of class='unacc' per buying category.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28c9410c7cdc0797fdac261b9cfb6d64fa29e69b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_36faee68b5beb83b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_36faee68b5beb83b", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11793.42, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_36faee68b5beb83b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d38f9aec1c816929940429a4970794ad0db01cf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5833, "bytes_utf8": 5833, "lines": 180, "estimated_tokens": 1688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66c7e9bb88161938bf2ca068fdd865e8e3d2e763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3702e0ab01a405fe", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1810, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13259.79, + "sql_execution_elapsed_ms_total": 1.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3702e0ab01a405fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a34b96586712415f07821d9312bc3c04e43d3cb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:58.318467+00:00", + "ended_at": "2026-05-04T07:16:11.577629+00:00", + "elapsed_ms": 13259.79, + "prompt_metrics": { + "chars": 5833, + "bytes_utf8": 5833, + "lines": 180, + "estimated_tokens": 1688 + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13261 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81215755b12b329173f5c29f4a9b67546d9b6395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=lug_boot.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e200a5b6c1ccad66b444a34284060d3a75a3db81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-018c-7f93-a653-320a259987b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 18;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"buying\\\", group_col_2=\\\"lug_boot\\\", and top_k=18 on the single table \\\"c2\\\" using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1d32ec9e5c8049983856ad22d0941453b97150 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 18;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"buying\", group_col_2=\"lug_boot\", and top_k=18 on the single table \"c2\" using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7767c44da9563736d80fe0f1d8dfa51333085539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:58.560507Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:01.000895Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:10.991031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03675aa2a70a7f0ab0190d90eb8330f4e026f4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=lug_boot. +Result preview: [{"buying": "high", "lug_boot": "big", "support": 144}, {"buying": "high", "lug_boot": "med", "support": 144}, {"buying": "high", "lug_boot": "small", "support": 144}, {"buying": "low", "lug_boot": "big", "support": 144}, {"buying": "low", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..311350ce53bf12688b24a557655a5b0995b0fa6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3702e0ab01a405fe +-- problem_id: v2p_c2_f3f1fa5938cd28a8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efd308d948ae95f735abe8ff6a59e14c2b9f4cdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 18;\", \"columns\": [\"buying\", \"lug_boot\", \"support\"], \"rows\": [{\"buying\": \"high\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..898f5da8afc261c6e6e8b33f40a21e214ad9cc9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:15:58.316132+00:00", + "ended_at": "2026-05-04T07:16:11.611796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3702e0ab01a405fe", + "problem_id": "v2p_c2_f3f1fa5938cd28a8", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=lug_boot.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3702e0ab01a405fe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3702e0ab01a405fe", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1810, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13259.79, + "sql_execution_elapsed_ms_total": 1.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3702e0ab01a405fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7edc4da71233e05f13291e1698d45e86ef6ff372 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:11.594480+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13259.79, "started_at": "2026-05-04T07:15:58.318467+00:00", "ended_at": "2026-05-04T07:16:11.577629+00:00", "prompt_metrics": {"chars": 5833, "bytes_utf8": 5833, "lines": 180, "estimated_tokens": 1688}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:15:58.560507Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:01.000895Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=lug_boot.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01a4f2692a6d331ad2a2bab32a9a62b816930578 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-540b-7753-b32b-a156fc6b4918"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"lug_boot\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=maint, group_col_2=lug_boot, top_k=13. Query is SQLite-compatible, single-table, and quotes all identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8747a45ab43ce12d5b1a3da67d93e210d51f2497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY support ASC, \"maint\", \"lug_boot\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=maint, group_col_2=lug_boot, top_k=13. Query is SQLite-compatible, single-table, and quotes all identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40a2f4a194c37d15d6095ebd94e8089da396850e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:25.198614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:27.593759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:34.766929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cf752a584a15994e4525e27db491101c39719ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=lug_boot. +Result preview: [{"maint": "high", "lug_boot": "big", "support": 144}, {"maint": "high", "lug_boot": "med", "support": 144}, {"maint": "high", "lug_boot": "small", "support": 144}, {"maint": "low", "lug_boot": "big", "support": 144}, {"maint": "low", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d0abcca2f8068729c03b326588014921c5d3d0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_376bcfef62255526 +-- problem_id: v2p_c2_2dad9f9d4274aec1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY support ASC, "maint", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdd7d5a495395ddd9a6b496b3ecdab59fe6efe9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY support ASC, \"maint\", \"lug_boot\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"lug_boot\\\"\\nLIMIT 13;\", \"columns\": [\"maint\", \"lug_boot\", \"support\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"support\": 144}, {\"maint\": \"low\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"low\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"lug_boot\": \"small\", \"support\": 144}, {\"maint\": \"med\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"med\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"lug_boot\": \"small\", \"support\": 144}, {\"maint\": \"vhigh\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"vhigh\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"lug_boot\": \"small\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2ea022a9d3ba6ca28b05f19c9d82a444db1938b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:17:24.972960+00:00", + "ended_at": "2026-05-04T07:17:35.728486+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_376bcfef62255526", + "problem_id": "v2p_c2_2dad9f9d4274aec1", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=lug_boot.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_376bcfef62255526.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_376bcfef62255526", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 21904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10710.54, + "sql_execution_elapsed_ms_total": 1.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_376bcfef62255526\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ad778219baedcae110df4589b4a4a448507639b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_376bcfef62255526/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:35.718208+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10710.54, "started_at": "2026-05-04T07:17:24.982617+00:00", "ended_at": "2026-05-04T07:17:35.692853+00:00", "prompt_metrics": {"chars": 5829, "bytes_utf8": 5829, "lines": 180, "estimated_tokens": 1685}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:17:25.198614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:27.593759Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72e244fb5b587f01b53856379aa5e0f4ad857685 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-acce-73f0-a2f8-465e4bc59166"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"maint\\\", and condition_value bound to 'high'. This measures, for each maint category, the share of rows in that same category that are 'high'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70c8805f60b0e5ecb3c4f76c56493cf1e9b18934 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \"maint\", and condition_value bound to 'high'. This measures, for each maint category, the share of rows in that same category that are 'high'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c2a38bc9bef3bb0b31994b34b911aaadf758dc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:24.875434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:27.391249Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:35.485409Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..801c67c900e47e7d27ac7f77a51d07243e657dba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "high", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffa353301627e40e5d4cdfcd5bc54c2d51ac8a91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3817826812c13882 +-- problem_id: v2p_c2_0ae0bd25b574cd34 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9ee14de5223dc4cf466ceff9b8646e364de70c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"high\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42b50757e718d6ad3935eb3bb3416a6b9611eeae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:01:24.674038+00:00", + "ended_at": "2026-05-04T07:01:36.095952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3817826812c13882", + "problem_id": "v2p_c2_0ae0bd25b574cd34", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3817826812c13882.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3817826812c13882", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11384.09, + "sql_execution_elapsed_ms_total": 1.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3817826812c13882\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f0aa00933ebddb3facc79bb7d3583557dfe1957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3817826812c13882/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:36.078653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11384.09, "started_at": "2026-05-04T07:01:24.678730+00:00", "ended_at": "2026-05-04T07:01:36.062543+00:00", "prompt_metrics": {"chars": 5898, "bytes_utf8": 5898, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21756, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:01:24.875434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:27.391249Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca5e7f45923cafec1f42cf396fac24423090c690 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-27b0-71c2-8b64-79ef862929a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"lug_boot\\\" and predicate lug_boot = 'small'. Identifier quoting is SQLite-compatible and restricted to the single provided table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21745,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52fc994eb8ae63d4a4e00c3a715f94932c21c5a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"lug_boot\" and predicate lug_boot = 'small'. Identifier quoting is SQLite-compatible and restricted to the single provided table/columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6553a360091704f0e070e53151e5114752dff792 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:07.425105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:10.148251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:17.931595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..608e9622ecd5a20d2dcac3f32ffcd231460d4893 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..884be709223a42ccba32753f9ec997956220439c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3a7f01f235d52991 +-- problem_id: v2p_c2_d2b2efc9ce49e1ae +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4ee25def5eed53d6f81603466d0f5e4bec9996b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f271886dd188ad39e059ac357751e7c7e0340b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:04:07.155658+00:00", + "ended_at": "2026-05-04T07:04:18.639021+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3a7f01f235d52991", + "problem_id": "v2p_c2_d2b2efc9ce49e1ae", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3a7f01f235d52991.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3a7f01f235d52991", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1759, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11449.33, + "sql_execution_elapsed_ms_total": 0.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3a7f01f235d52991\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c69e6fde67f59e62da233ce4e0d0e5a582d3ec1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a7f01f235d52991/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:18.623499+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11449.33, "started_at": "2026-05-04T07:04:07.157848+00:00", "ended_at": "2026-05-04T07:04:18.607613+00:00", "prompt_metrics": {"chars": 5854, "bytes_utf8": 5854, "lines": 182, "estimated_tokens": 1657}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21745, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:04:07.425105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:10.148251Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21329f7dd898e44ec1cf8263db73fa9632e8a43e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-dfca-72c2-8f5a-c8287066d8b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with bindings group_col=\\\"maint\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='vgood'. Grouping by \\\"class\\\" makes the target rate deterministic within each class level: 1.0 for 'vgood' and 0.0 for other class values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":2432,"output_tokens":226}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c9c4bdc86c825113e8612e3c9628593b2a19b0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with bindings group_col=\"maint\", group_col_2=\"class\", target_col=\"class\", and target_value='vgood'. Grouping by \"class\" makes the target rate deterministic within each class level: 1.0 for 'vgood' and 0.0 for other class values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d5ff735386846f653df84749364167b94101f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:15.782422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:18.244707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:27.323446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09f6fda9898f3bcd9c18aebf46d920501b4b971 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=class, target_col=class. +Result preview: [{"maint": "high", "class": "vgood", "target_rate": 1.0}, {"maint": "low", "class": "vgood", "target_rate": 1.0}, {"maint": "med", "class": "vgood", "target_rate": 1.0}, {"maint": "high", "class": "acc", "target_rate": 0.0}, {"maint": "high", "class": "unacc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73c64fe5e9e73754051352a440fc35a1c0812fc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_3a9b8c0ea972febb +-- problem_id: v2p_c2_981c28326f359bcf +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "maint", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ebf108915938366a2df3ed13566e622a8c9822d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"maint\", \"class\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67e54b9e4cbc1f76ec63d99194fbe09d847c78dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:57:15.568086+00:00", + "ended_at": "2026-05-04T06:57:27.917278+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3a9b8c0ea972febb", + "problem_id": "v2p_c2_981c28326f359bcf", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3a9b8c0ea972febb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3a9b8c0ea972febb", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 2432, + "output_tokens": 226, + "total_tokens": 22022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 148, + "estimated_total_tokens": 1854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12320.06, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3a9b8c0ea972febb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20109a245a0684ec508b0e8d6944c9cb34e45b22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:27.905931+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12320.06, "started_at": "2026-05-04T06:57:15.570427+00:00", "ended_at": "2026-05-04T06:57:27.890413+00:00", "prompt_metrics": {"chars": 5945, "bytes_utf8": 5945, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 21796, "cached_input_tokens": 2432, "output_tokens": 226}, "stderr_preview": "2026-05-04T06:57:15.782422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:18.244707Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "buying", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48748e3075c2da708721164e6079c3cbbf95cad6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-422c-7423-8ab4-dbd349b6c6d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template exactly with group_col=\\\"buying\\\", entity_col=\\\"buying\\\", and predicate filtering \\\"buying\\\" = 'high'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":168}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..775b35a22dadc141611cf203ffc891c482a15a0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template exactly with group_col=\"buying\", entity_col=\"buying\", and predicate filtering \"buying\" = 'high'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a710e4bab1633fa6743a59092eeaa1261d3b309 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:48.336957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:50.718192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:58.774382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed398301b6b86020fe1a29abe9d2c137cbb708cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=buying. +Result preview: [{"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5b989c63a4aef39dfce2ad4ea7f4036b33c9275 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_3bb8520905209515 +-- problem_id: v2p_c2_56be9c58e9926995 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a82dc346b282a17c53f93e59e36fcb08fbc34d54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c34d9049279ccd379985ce99e067f103ad008a8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:22:48.066404+00:00", + "ended_at": "2026-05-04T07:22:59.826596+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3bb8520905209515", + "problem_id": "v2p_c2_56be9c58e9926995", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "buying", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3bb8520905209515.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3bb8520905209515", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 168, + "total_tokens": 21945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1689, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1789, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11731.48, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3bb8520905209515\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6da634c2ca3e67db4aacd8bee197cdb9b991d96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3bb8520905209515/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:59.818698+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11731.48, "started_at": "2026-05-04T07:22:48.066404+00:00", "ended_at": "2026-05-04T07:22:59.802086+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": 1689}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 168}, "stderr_preview": "2026-05-04T07:22:48.336957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:50.718192Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=lug_boot.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4de216f454cc837b3fe1a209bf57a2ce0e8f936 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-d352-7282-8131-a72a63d89f87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 13;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"buying\\\", group_col_2=\\\"lug_boot\\\", and top_k=13 using only the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf39fdb4f12b6313b864fc8a72c65e86512f03b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 13;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"buying\", group_col_2=\"lug_boot\", and top_k=13 using only the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b2b9875fd17534e9d92a318a9629d243d3e5c60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:46.742016Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:49.034287Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:57.525618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee0f3407b97c47f806fe1f2704410fed0a9a295 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=lug_boot. +Result preview: [{"buying": "high", "lug_boot": "big", "support": 144}, {"buying": "high", "lug_boot": "med", "support": 144}, {"buying": "high", "lug_boot": "small", "support": 144}, {"buying": "low", "lug_boot": "big", "support": 144}, {"buying": "low", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0edd1e74a2e4e2db166e3ae7a66cb54eee55fe5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3d23e300ea120f39 +-- problem_id: v2p_c2_14705cc7f0408217 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7e6d258a08c5468f5995538b48dabb4422f36e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 13;\", \"columns\": [\"buying\", \"lug_boot\", \"support\"], \"rows\": [{\"buying\": \"high\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b2a43ab388d13799744020ec4b38194e93bf01c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:15:46.482590+00:00", + "ended_at": "2026-05-04T07:15:58.313856+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3d23e300ea120f39", + "problem_id": "v2p_c2_14705cc7f0408217", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=lug_boot.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3d23e300ea120f39.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3d23e300ea120f39", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 130, + "total_tokens": 21906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11795.78, + "sql_execution_elapsed_ms_total": 1.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3d23e300ea120f39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..958aa623cb1a093834627030575deb1c3c889655 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3d23e300ea120f39/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:58.299537+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11795.78, "started_at": "2026-05-04T07:15:46.487200+00:00", "ended_at": "2026-05-04T07:15:58.281896+00:00", "prompt_metrics": {"chars": 5829, "bytes_utf8": 5829, "lines": 180, "estimated_tokens": 1688}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 130}, "stderr_preview": "2026-05-04T07:15:46.742016Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:49.034287Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30bffa176ae7e08837ba5825ffb6412d8292fc66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-e996-7fb0-8690-cae9eb75db74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\", using condition_value='unacc'. This probes the share of rows labeled 'unacc' within each class group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21758,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff7f09844c83ec5242c947243ba282db214ad01d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\", using condition_value='unacc'. This probes the share of rows labeled 'unacc' within each class group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff7a1a51f15339f12907d88df4ed80074de1125a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:34.955207Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:37.410701Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:44.631531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ba17713f8bcaf22e284c76fd9b671e77acb7484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "unacc", "condition_rate": 1.0}, {"class": "vgood", "condition_rate": 0.0}, {"class": "good", "condition_rate": 0.0}, {"class": "acc", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b77aba79b16609ef6156fb12a90ceefbe4675884 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3eb7fb646b0745cb +-- problem_id: v2p_c2_b36f9e59ee06568a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd4abfe6a89fe69543976ccf2c9600d73f8cac18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"unacc\", \"condition_rate\": 1.0}, {\"class\": \"vgood\", \"condition_rate\": 0.0}, {\"class\": \"good\", \"condition_rate\": 0.0}, {\"class\": \"acc\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..253fec490e1ccbb461dd7a3777a4b8a982df822f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:00:34.677480+00:00", + "ended_at": "2026-05-04T07:00:45.497937+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3eb7fb646b0745cb", + "problem_id": "v2p_c2_b36f9e59ee06568a", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_3eb7fb646b0745cb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3eb7fb646b0745cb", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10777.83, + "sql_execution_elapsed_ms_total": 2.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_3eb7fb646b0745cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b546c4e663b7eb489230a27ea64fb9b3b4a588d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:45.479933+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10777.83, "started_at": "2026-05-04T07:00:34.683325+00:00", "ended_at": "2026-05-04T07:00:45.462719+00:00", "prompt_metrics": {"chars": 5900, "bytes_utf8": 5900, "lines": 183, "estimated_tokens": 1668}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21758, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:00:34.955207Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:37.410701Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6d1282333d2d51d5dcf1b64bbe47fca204d00e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-092e-71a3-8c93-3ec686c2b415"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"buying\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce7a5947a62e52b48948e658cb185fe4d5d3cebb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"buying\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"buying\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d1f51726b2880a3fa4ccd4bce6e99d9f972b8b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:10.709522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:13.130588Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:19.674417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..30279ec67ea367a960ce971ed71284aa4519f95a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "row_count": 432}, {"buying": "med", "row_count": 432}, {"buying": "low", "row_count": 432}, {"buying": "high", "row_count": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e683bde245276eccda72c4b7e0403c5c92f84e84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_415543b007a86ab1 +-- problem_id: v2p_c2_1e3a46f903c22d4c +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS row_count +FROM "c2" +GROUP BY "buying" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3672bfea943d20eb19710f68b4f091df09b2dc15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"buying\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"row_count\"], \"rows\": [{\"buying\": \"vhigh\", \"row_count\": 432}, {\"buying\": \"med\", \"row_count\": 432}, {\"buying\": \"low\", \"row_count\": 432}, {\"buying\": \"high\", \"row_count\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7325bb1fe242d73b1bef0bb7b7a63b9894194db6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:06:10.409381+00:00", + "ended_at": "2026-05-04T07:06:20.626422+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_415543b007a86ab1", + "problem_id": "v2p_c2_1e3a46f903c22d4c", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_415543b007a86ab1.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_415543b007a86ab1", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 21762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 74, + "estimated_total_tokens": 1656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10187.86, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_415543b007a86ab1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f389d125fc894bdeca415f3f84813238f95a553 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_415543b007a86ab1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:20.615197+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10187.86, "started_at": "2026-05-04T07:06:10.411500+00:00", "ended_at": "2026-05-04T07:06:20.599236+00:00", "prompt_metrics": {"chars": 5571, "bytes_utf8": 5571, "lines": 178, "estimated_tokens": 1582}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 21672, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T07:06:10.709522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:13.130588Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd752b408bb5c695696e1840f0f17da200633a0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-6f56-7a52-90d8-d9abc0606f99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=maint, target_col=class, target_value='unacc', min_support=4, and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":2432,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c71f4460af027270586d691391f2ea38285056e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=maint, target_col=class, target_value='unacc', min_support=4, and top_k=17. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7627dc3f0c418bde6bab4016e266bbee5284fff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:04.626206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:07.135893Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:17.445695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f852934bc97194b6cb9ac55ddd5ef7c213f3d4f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"maint": "high", "support": 432, "focus_rate": 0.7268518518518519}, {"maint": "low", "support": 432, "focus_rate": 0.6203703703703703}, {"maint": "med", "support": 432, "focus_rate": 0.6203703703703703}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..72f04fc15dc59544b813e9d6f0da58faef2ea8b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_454edb37d0a2c599 +-- problem_id: v2p_c2_b8bac175c0021826 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea3242274eb751f4b581a75096230839bf4d91bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.7268518518518519}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fffa6fcb9781b3e06f2c34466cfc5ff92b4dc73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:12:00.850823+00:00", + "ended_at": "2026-05-04T07:12:18.144259+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_454edb37d0a2c599", + "problem_id": "v2p_c2_b8bac175c0021826", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_454edb37d0a2c599.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_454edb37d0a2c599", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 2432, + "output_tokens": 157, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17231.81, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_454edb37d0a2c599\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22a70e5702adb05967e42e59edba2c00d318ca29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:18.103009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17231.81, "started_at": "2026-05-04T07:12:00.853035+00:00", "ended_at": "2026-05-04T07:12:18.084579+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 21809, "cached_input_tokens": 2432, "output_tokens": 157}, "stderr_preview": "2026-05-04T07:12:04.626206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:07.135893Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=maint, target_col=class, target_value='unacc', min_support=4, and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47eee5eaa30a777ab201968a129336904234a231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_454edb37d0a2c599/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_454edb37d0a2c599", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 2432, + "output_tokens": 157, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17231.81, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_454edb37d0a2c599\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93176938efc38b1e52c7a441d8bb6be512b713f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1721}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..439d74e1b589f13eaece7109c8569f361e5b7d64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a181b7d931a6085", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1865, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11643.05, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4a181b7d931a6085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcaaad6542b2de0efb9113cd1bf367fde6a67997 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:09:57.057088+00:00", + "ended_at": "2026-05-04T07:10:08.700201+00:00", + "elapsed_ms": 11643.05, + "prompt_metrics": { + "chars": 6001, + "bytes_utf8": 6001, + "lines": 181, + "estimated_tokens": 1721 + }, + "stdout_metrics": { + "chars": 848, + "bytes_utf8": 848, + "lines": 4, + "estimated_tokens": 258 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 519, + "bytes_utf8": 519, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad10cbce1ea02d789bed3504cd2ddccd4b18a47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,181 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=persons, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea437ac85e607fe61bdb1626cd4f5279b6a66d41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-7e53-7da0-a2d2-d9744f42c2d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=4, and top_k=17. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd1f805810880a1686e28c088c28b563e1246aae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"persons\", target_col=\"class\", target_value='vgood', min_support=4, and top_k=17. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ee1773c61700fc2e05b572a5c81bcbc00580475 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:57.315464Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:59.608915Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:07.821337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccfd60330d3e40d60dd50bf8d08828ed9dd27531 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=persons, target_col=class. +Result preview: [{"persons": "more", "support": 576, "focus_rate": 0.06076388888888889}, {"persons": "4", "support": 576, "focus_rate": 0.052083333333333336}, {"persons": "2", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce4ae40d5730e47a05a72b81a379b9347a71f566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4a181b7d931a6085 +-- problem_id: v2p_c2_6fc63f06e8cbc4ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f85589797e5f424508453ac2659c6c55fcb06be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"persons\", \"support\", \"focus_rate\"], \"rows\": [{\"persons\": \"more\", \"support\": 576, \"focus_rate\": 0.06076388888888889}, {\"persons\": \"4\", \"support\": 576, \"focus_rate\": 0.052083333333333336}, {\"persons\": \"2\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8bf9a53e4f81c0aded9a2d8aa8f4dce9932b7836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:09:57.055414+00:00", + "ended_at": "2026-05-04T07:10:08.732111+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4a181b7d931a6085", + "problem_id": "v2p_c2_6fc63f06e8cbc4ba", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=persons, target_col=class.", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_4a181b7d931a6085.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a181b7d931a6085", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1865, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11643.05, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4a181b7d931a6085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2688040b9b146eebdfc4f30f1c5bd624c01c6bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:08.718580+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11643.05, "started_at": "2026-05-04T07:09:57.057088+00:00", "ended_at": "2026-05-04T07:10:08.700201+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:09:57.315464Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:59.608915Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=4, and top_k=17. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5208d9c1062fccd442275adcce0de768cd0c3be9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a181b7d931a6085/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a181b7d931a6085", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1865, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11643.05, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4a181b7d931a6085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64fc42c990bd90eaaa292377cbc5b5b743632796 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1615}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84b2ee37f8c88332acea2bc558ac9e93ccda654f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a988517ce440411", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13862.07, + "sql_execution_elapsed_ms_total": 1.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4a988517ce440411\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4176f259b75dc78e929e84b88ae0ba525552c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:13:03.616187+00:00", + "ended_at": "2026-05-04T07:13:17.478727+00:00", + "elapsed_ms": 13862.07, + "prompt_metrics": { + "chars": 5649, + "bytes_utf8": 5649, + "lines": 178, + "estimated_tokens": 1615 + }, + "stdout_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5732e83a4c693e3eb9aaa052b9a1794f953975ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eccf7c30681e826791a7c65def71c455df4af72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-64dd-7dc3-ab9b-c2a0d569050c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 12;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"class\\\" and top_k=12, using only the single table \\\"c2\\\" and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21703,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05d4ae51f4527131c49832933b80c194c525d1b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 12;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"class\" and top_k=12, using only the single table \"c2\" and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3e59741d5d30d6ee6b94f7fff312d102f8ab4e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:07.429169Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:09.833254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:17.099451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1941feffbdc89ecb9c221736bf5581dffe7c4179 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "vgood", "support": 65}, {"class": "good", "support": 69}, {"class": "acc", "support": 384}, {"class": "unacc", "support": 1210}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5348e69ab715e72cc2ba8ab22ad219ed0faa0bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_4a988517ce440411 +-- problem_id: v2p_c2_c8809d354ca9dc80 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d4ccde7113c16f493c2af1a8ad17004477e0a85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 12;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}, {\"class\": \"good\", \"support\": 69}, {\"class\": \"acc\", \"support\": 384}, {\"class\": \"unacc\", \"support\": 1210}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d1f5cc0e47bb4008d023bbeebf13a91358c26ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:13:03.614004+00:00", + "ended_at": "2026-05-04T07:13:17.515870+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4a988517ce440411", + "problem_id": "v2p_c2_c8809d354ca9dc80", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_4a988517ce440411.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a988517ce440411", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13862.07, + "sql_execution_elapsed_ms_total": 1.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4a988517ce440411\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3392aa16f95862a62bb711f9c00af2d4bfe75c4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4a988517ce440411/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:17.501602+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13862.07, "started_at": "2026-05-04T07:13:03.616187+00:00", "ended_at": "2026-05-04T07:13:17.478727+00:00", "prompt_metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1615}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:13:07.429169Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:09.833254Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88b5f4d8030970336df0e47aabeaa737fba68e9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-1469-7b31-9ece-53b26702d718"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":20864,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b0ad50eeaaee5d32ef761447147a247a3a34202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"doors\", target_col=\"class\", target_value='good', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5279d22954c8a53757d900720a56eba73684c5e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:30.206606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:32.637624Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:43.622759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8057dbb408b5ba58c531471a136e8bc709ea1464 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "3", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "4", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "5more", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "2", "support": 432, "focus_rate": 0.034722222222222224}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0399c34ab2bc962351e1cbd413fd4fe3b22f92bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4b73d93ff73ccafb +-- problem_id: v2p_c2_245ee609b15f4e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d05716447e8dcd253e5698168d94c63b463f21a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.034722222222222224}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8198d14f52abbb995727a425631e7e36d91c552e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:09:29.908207+00:00", + "ended_at": "2026-05-04T07:09:44.509482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4b73d93ff73ccafb", + "problem_id": "v2p_c2_245ee609b15f4e40", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_4b73d93ff73ccafb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4b73d93ff73ccafb", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14564.82, + "sql_execution_elapsed_ms_total": 1.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4b73d93ff73ccafb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a2e58a8890e3ea03a622585e2840d60356953d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:44.490534+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14564.82, "started_at": "2026-05-04T07:09:29.909326+00:00", "ended_at": "2026-05-04T07:09:44.474714+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21808, "cached_input_tokens": 20864, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:09:30.206606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:32.637624Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9cb49aad941c299ba272d3b7052ffaa386857b93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4b73d93ff73ccafb", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14564.82, + "sql_execution_elapsed_ms_total": 1.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4b73d93ff73ccafb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..398c25cbe67c62d889f0802696976df4f86171f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 182, "estimated_tokens": 1655}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21743, "cached_input_tokens": 20864, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b349ca62f28d94e6986926d9d59364be40fb17ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4ba422e795a5069c", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11440.67, + "sql_execution_elapsed_ms_total": 0.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4ba422e795a5069c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c78dcc22475ed1795209afe05bf01a0b948fe86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:03:55.688484+00:00", + "ended_at": "2026-05-04T07:04:07.128180+00:00", + "elapsed_ms": 11440.67, + "prompt_metrics": { + "chars": 5851, + "bytes_utf8": 5851, + "lines": 182, + "estimated_tokens": 1655 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 424, + "bytes_utf8": 424, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e0a0e64ea609e4e97bb9113efd2c0fc08af46a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa04c184f1cd401212790e8cbe8ff9a98f653078 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-fae6-7910-a1d9-d4537e09f42d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"persons\\\" and predicate_col=\\\"buying\\\", preserving the planned predicate value 'high' and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9429dba509a4d8ae8598937d1f44d6e769e32be7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"persons\" and predicate_col=\"buying\", preserving the planned predicate value 'high' and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..872b95306a1f384813e5caa1692d330b7c40a2a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:56.034724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:58.944498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:06.333163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..369f06ba94fe622148d1e206e7f70dd40253f5fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "support": 144}, {"persons": "4", "support": 144}, {"persons": "2", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9127a60e8b1ee5ee990b69ede7e65de454592390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_4ba422e795a5069c +-- problem_id: v2p_c2_ce139b64897a1f50 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..670f55ae25ccf261cf93fa5ae2ebba6da5206af6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"more\", \"support\": 144}, {\"persons\": \"4\", \"support\": 144}, {\"persons\": \"2\", \"support\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5877cb843cecafa04377ea90758c0796b922e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:03:55.686851+00:00", + "ended_at": "2026-05-04T07:04:07.153824+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4ba422e795a5069c", + "problem_id": "v2p_c2_ce139b64897a1f50", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_4ba422e795a5069c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4ba422e795a5069c", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11440.67, + "sql_execution_elapsed_ms_total": 0.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4ba422e795a5069c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b344505588a5c7f44e1a7847729dac6b17dffe30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4ba422e795a5069c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:07.145762+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11440.67, "started_at": "2026-05-04T07:03:55.688484+00:00", "ended_at": "2026-05-04T07:04:07.128180+00:00", "prompt_metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21743, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:03:56.034724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:58.944498Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4b9f129de9a57d131fd06e7292c06b616369578 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-5b01-7da1-bde1-5f9e118c62af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"buying\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='unacc' using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21800,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..051aabce97d32c38360ea4b2ae77d9660b4c1340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"buying\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='unacc' using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4da0ce1ad31ec459213b258b47322e7a6aabab6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:30.708924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:33.039058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:45.104027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdbf4222c6e42cf4e417b6c05914f934cd271d61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=lug_boot, target_col=class. +Result preview: [{"buying": "vhigh", "lug_boot": "small", "target_rate": 0.9027777777777778}, {"buying": "high", "lug_boot": "small", "target_rate": 0.8541666666666666}, {"buying": "vhigh", "lug_boot": "med", "target_rate": 0.8194444444444444}, {"buying": "vhigh", "lug_boot": "big", "target_rate": 0.7777777777777778}, {"buying": "high", "lug_boot": "med", "target_rate": 0.7291666666666666}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..197d5b631de76d1f5558552a8b8447ce6d0c2323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_4d65524ee7601ecc +-- problem_id: v2p_c2_f7c56e9a5d374caf +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d28e5a1a0d358c9647ed2fdaa3003e683f349be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"buying\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.9027777777777778}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.8541666666666666}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.8194444444444444}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.7777777777777778}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.7291666666666666}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.7083333333333334}, {\"buying\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.6666666666666666}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.6597222222222222}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.5972222222222222}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.5763888888888888}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24822d8b1e2e31e9790c8e92cd84a38d6bbc50d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:54:30.498095+00:00", + "ended_at": "2026-05-04T06:54:45.762210+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4d65524ee7601ecc", + "problem_id": "v2p_c2_f7c56e9a5d374caf", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_4d65524ee7601ecc.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4d65524ee7601ecc", + "api_calls": 0, + "input_tokens": 21800, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 21958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1710, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1838, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15235.49, + "sql_execution_elapsed_ms_total": 2.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_4d65524ee7601ecc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d9e4bc7a850b140118d99b382da9768dc5972cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:45.751626+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15235.49, "started_at": "2026-05-04T06:54:30.500246+00:00", "ended_at": "2026-05-04T06:54:45.734832+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 183, "estimated_tokens": 1710}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21800, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T06:54:30.708924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:33.039058Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55fecd397dca49c44f4cefb89040c58d3b088f23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-633d-71a3-a8e5-879fec555b96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"doors\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":20864,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dc71073881bf5972fd880df3c1d2a07e4943eeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"doors\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82d3f2a4d48388663086668eb26902e999fb5d45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:33.777034Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:36.465532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:43.497129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25fca000a460b4e1a396a1059057fb04fe7a7ca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors. +Result preview: [{"doors": "5more", "row_count": 432}, {"doors": "4", "row_count": 432}, {"doors": "3", "row_count": 432}, {"doors": "2", "row_count": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50a6632aebdcd839ae85359c4d8b68c42939036c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_54e6b018541e6f05 +-- problem_id: v2p_c2_2773ad3503585dc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS row_count +FROM "c2" +GROUP BY "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb67531e91040fcdfda9cff9f8c4110a67976b82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"doors\", \"row_count\"], \"rows\": [{\"doors\": \"5more\", \"row_count\": 432}, {\"doors\": \"4\", \"row_count\": 432}, {\"doors\": \"3\", \"row_count\": 432}, {\"doors\": \"2\", \"row_count\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d297deaf5c20a99237829bd15ff91ca6b72248ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:06:33.498100+00:00", + "ended_at": "2026-05-04T07:06:44.520728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_54e6b018541e6f05", + "problem_id": "v2p_c2_2773ad3503585dc1", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_54e6b018541e6f05.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_54e6b018541e6f05", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 20864, + "output_tokens": 87, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10992.97, + "sql_execution_elapsed_ms_total": 1.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_54e6b018541e6f05\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46d4beb45db46b858634ab8fb2616cf4ce2ea781 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_54e6b018541e6f05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:44.508873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10992.97, "started_at": "2026-05-04T07:06:33.500582+00:00", "ended_at": "2026-05-04T07:06:44.493289+00:00", "prompt_metrics": {"chars": 5569, "bytes_utf8": 5569, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21670, "cached_input_tokens": 20864, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:06:33.777034Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:36.465532Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..276ca55f8feceab6d0d04b87fb430c72359c6d1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-b65e-7b81-aa0c-f7b6341c4fba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"safety\\\" and predicate_col=\\\"doors\\\" = '4'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":2432,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e11938f6d0e39f9efbb5fc58cbe514a452eb299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"safety\" and predicate_col=\"doors\" = '4'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7117afd77e8c5f5013d826cebd0ad2e78ff7062b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:44.106349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:46.469073Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:53.672927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac4016ad8b8748ee5cd23bbd206ee7a8854731cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "support": 144}, {"safety": "low", "support": 144}, {"safety": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ffaf069cd92a08ad6068ff4f5f756ea0880b66e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_552f09015d2cabc5 +-- problem_id: v2p_c2_906264281294e77e +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ba115fcb69fb12ddc97bda4c835721985fe16fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"med\", \"support\": 144}, {\"safety\": \"low\", \"support\": 144}, {\"safety\": \"high\", \"support\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d4a1d16f33fac896bf5ef1d57f162e9adad15f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:04:43.719927+00:00", + "ended_at": "2026-05-04T07:04:54.447285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_552f09015d2cabc5", + "problem_id": "v2p_c2_906264281294e77e", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_552f09015d2cabc5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_552f09015d2cabc5", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 2432, + "output_tokens": 119, + "total_tokens": 21862, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1758, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10702.07, + "sql_execution_elapsed_ms_total": 0.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_552f09015d2cabc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3aa0b51128af820acc449de5831b84d85e3efad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_552f09015d2cabc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:54.439642+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10702.07, "started_at": "2026-05-04T07:04:43.721554+00:00", "ended_at": "2026-05-04T07:04:54.423944+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21743, "cached_input_tokens": 2432, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:04:44.106349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:46.469073Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af49953c8c9673ad88b058b4cf2a5e2a671d3c41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-96c5-75f1-8ec4-de5433e185b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=safety, target_col=class, and target_value='acc'. Uses only the single table c2 and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":20864,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fbc740c12e9c7801194f99cefcb307a94637c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=safety, target_col=class, and target_value='acc'. Uses only the single table c2 and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47faca06368cca82ba5eb4e81534e85b2dca85e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:46.019800Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:48.737330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:56.679755Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..522e5cfbc4b90c68422b969169c712939ce79bdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=safety, target_col=class. +Result preview: [{"buying": "high", "safety": "high", "target_rate": 0.4791666666666667}, {"buying": "med", "safety": "med", "target_rate": 0.4097222222222222}, {"buying": "low", "safety": "med", "target_rate": 0.3888888888888889}, {"buying": "med", "safety": "high", "target_rate": 0.3888888888888889}, {"buying": "vhigh", "safety": "high", "target_rate": 0.3194444444444444}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82e27a5f4ba6db49f5489b451c66d5da5e7bac90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_567eb1212c12c17d +-- problem_id: v2p_c2_e2840b4362f6b900 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cd1929f11ca40320f0cb1dac6ebdc5b61eabb74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"safety\", \"target_rate\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"target_rate\": 0.4791666666666667}, {\"buying\": \"med\", \"safety\": \"med\", \"target_rate\": 0.4097222222222222}, {\"buying\": \"low\", \"safety\": \"med\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"med\", \"safety\": \"high\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.3194444444444444}, {\"buying\": \"high\", \"safety\": \"med\", \"target_rate\": 0.2708333333333333}, {\"buying\": \"low\", \"safety\": \"high\", \"target_rate\": 0.22916666666666666}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"buying\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce535b40d297e4a6dd9de62a88188c381bba153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:54:45.765576+00:00", + "ended_at": "2026-05-04T06:54:57.523859+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_567eb1212c12c17d", + "problem_id": "v2p_c2_e2840b4362f6b900", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_567eb1212c12c17d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_567eb1212c12c17d", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 20864, + "output_tokens": 148, + "total_tokens": 21946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11731.1, + "sql_execution_elapsed_ms_total": 2.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_567eb1212c12c17d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85a60a02409692c8ab78433061f5b250fa090166 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567eb1212c12c17d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:57.514626+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11731.1, "started_at": "2026-05-04T06:54:45.767354+00:00", "ended_at": "2026-05-04T06:54:57.498061+00:00", "prompt_metrics": {"chars": 5947, "bytes_utf8": 5947, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21798, "cached_input_tokens": 20864, "output_tokens": 148}, "stderr_preview": "2026-05-04T06:54:46.019800Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:48.737330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=persons.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "persons", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..226e871a2b0ee25538dad2872230f3e030b807e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-fbf6-7dc2-9c5d-cc673de51d16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 16;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"persons\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c929ac0033beb2deedb93ea9ff0a24df02226583 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 16;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"persons\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8666be7a83c2e3ecc0009fb3ce381fadfb243a92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:51.589911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:53.971218Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:00.927392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba4d0a10a2c629a20057d9a41581809f6db04307 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=persons. +Result preview: [{"persons": "2", "support": 576}, {"persons": "4", "support": 576}, {"persons": "more", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff6429811d13a5c72b90a4f9ec41d20b2ba093f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_567fa5be60cdba0e +-- problem_id: v2p_c2_df1b0ec5c3792e92 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2de247b357f2b121762bcb99ca3259ae46baf18c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 16;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"2\", \"support\": 576}, {\"persons\": \"4\", \"support\": 576}, {\"persons\": \"more\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b059fbbb2c3511b18dee572368797a0fe077bb6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:14:51.362564+00:00", + "ended_at": "2026-05-04T07:15:01.832092+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_567fa5be60cdba0e", + "problem_id": "v2p_c2_df1b0ec5c3792e92", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_567fa5be60cdba0e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_567fa5be60cdba0e", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 100, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1701, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10406.13, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_567fa5be60cdba0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d29d773dc91f09b00fb33ca870a508e9600ba73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:01.820135+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10406.13, "started_at": "2026-05-04T07:14:51.365813+00:00", "ended_at": "2026-05-04T07:15:01.770297+00:00", "prompt_metrics": {"chars": 5655, "bytes_utf8": 5655, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:14:51.589911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:53.971218Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "entity_col": "class", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcefd8001f4e04c0bf6b8711a2b4d4fcf94c3dba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-e8d8-7311-be84-ce9a00da5cd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided template and bindings exactly: grouped by \\\"class\\\", filtered to \\\"class\\\" = 'unacc', and counted DISTINCT \\\"class\\\" values within the single table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6391ced3ea58ea1b02d2fd43f10bbf692d3b89e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided template and bindings exactly: grouped by \"class\", filtered to \"class\" = 'unacc', and counted DISTINCT \"class\" values within the single table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba0442ca714f70139f09d3ca26eb7a3141ddb227 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:14.345318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:16.715691Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:25.111059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f20577ee82d10940ac0c1b3ef53cec94f406f142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "unacc", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..602b2be5fc902deda3398af665cb4bc24997838a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_5705d82f7713f2af +-- problem_id: v2p_c2_54c6bb7d8a6163e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ab73790e2ba9379ed9ffe928319305a7a4a70bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"unacc\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7018131a9276a26e6b82451901ec717a9e986225 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:20:14.152677+00:00", + "ended_at": "2026-05-04T07:20:25.954953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_5705d82f7713f2af", + "problem_id": "v2p_c2_54c6bb7d8a6163e4", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "entity_col": "class", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_5705d82f7713f2af.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_5705d82f7713f2af", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 186, + "total_tokens": 21960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1788, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11766.64, + "sql_execution_elapsed_ms_total": 0.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_5705d82f7713f2af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f41b54822c65816a5a759fadd5fffb2b962fc2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5705d82f7713f2af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:25.945015+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11766.64, "started_at": "2026-05-04T07:20:14.155614+00:00", "ended_at": "2026-05-04T07:20:25.922071+00:00", "prompt_metrics": {"chars": 5986, "bytes_utf8": 5986, "lines": 184, "estimated_tokens": 1686}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 186}, "stderr_preview": "2026-05-04T07:20:14.345318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:16.715691Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=maint.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "maint", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7318ff9bd0df94fcafaf241204295e107fee8469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-402b-7c20-b825-9a3e98d68f36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 19;\",\"notes\":\"Used the planned Low-Support Group Count template with group_col bound to \\\"maint\\\" and top_k=19. Query is single-table, SQLite-compatible, and uses only provided identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee940883682900a8d13e2d7bd30619490678791b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 19;","notes":"Used the planned Low-Support Group Count template with group_col bound to \"maint\" and top_k=19. Query is single-table, SQLite-compatible, and uses only provided identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a927252d51f8bf465bd4a71b8559cb9f9af39c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:03.550166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:06.678592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:14.651472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dcd93f62dc21ca8471d46f998a2da43e3dcc4f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=maint. +Result preview: [{"maint": "high", "support": 432}, {"maint": "low", "support": 432}, {"maint": "med", "support": 432}, {"maint": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9193bf9f219064ea23a0436254d65696c41fe372 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_578c50c83019e73c +-- problem_id: v2p_c2_b1ea71c39054d129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7186081abceb04d6b2c2f4a1fe33f53dd74a3808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 19;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"high\", \"support\": 432}, {\"maint\": \"low\", \"support\": 432}, {\"maint\": \"med\", \"support\": 432}, {\"maint\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66ad8e5cc11c6acb077c80d89b607d1dde2e0c68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:14:03.272383+00:00", + "ended_at": "2026-05-04T07:14:15.495098+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_578c50c83019e73c", + "problem_id": "v2p_c2_b1ea71c39054d129", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_578c50c83019e73c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_578c50c83019e73c", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21816, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1712, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12189.84, + "sql_execution_elapsed_ms_total": 1.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_578c50c83019e73c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e997fd2eac42f40aff2e008167cb79e5a0430fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_578c50c83019e73c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:15.478382+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12189.84, "started_at": "2026-05-04T07:14:03.274042+00:00", "ended_at": "2026-05-04T07:14:15.457579+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:14:03.550166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:06.678592Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f03656341a4758fd64496878c389fad7a14492d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-0152-7960-87b9-40d520e41c4e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"buying\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='good' using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":3456,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b38ce2c1eeec52ec8655b0dd10c735cb4b3c3724 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"buying\", group_col_2=\"class\", target_col=\"class\", and target_value='good' using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb773baeaf9735d8068fb737fdc9a05e493a614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:13.284292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:15.709059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:25.197783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c48d4f2c9d65fc01d27b819d30949c8ba3227c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=class, target_col=class. +Result preview: [{"buying": "low", "class": "good", "target_rate": 1.0}, {"buying": "med", "class": "good", "target_rate": 1.0}, {"buying": "high", "class": "acc", "target_rate": 0.0}, {"buying": "high", "class": "unacc", "target_rate": 0.0}, {"buying": "low", "class": "acc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccd9e592bbe4e21d273a1ec71405115b8e737144 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_593b37287e789dc0 +-- problem_id: v2p_c2_c53d7adb118bbcbd +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "buying", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74c9b17c6aa470aac7af1bbe4356e994a3262e66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"buying\", \"class\", \"target_rate\"], \"rows\": [{\"buying\": \"low\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"med\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68722167e39cd79c32e8d7b35bd688de2c8ebfff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:55:13.105309+00:00", + "ended_at": "2026-05-04T06:55:26.006509+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_593b37287e789dc0", + "problem_id": "v2p_c2_c53d7adb118bbcbd", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_593b37287e789dc0.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_593b37287e789dc0", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 3456, + "output_tokens": 150, + "total_tokens": 21948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12871.72, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_593b37287e789dc0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73f3ee9a83b49a31de3d4c6df13d5d41bd84af7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_593b37287e789dc0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:25.998449+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12871.72, "started_at": "2026-05-04T06:55:13.105309+00:00", "ended_at": "2026-05-04T06:55:25.982420+00:00", "prompt_metrics": {"chars": 5961, "bytes_utf8": 5961, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21798, "cached_input_tokens": 3456, "output_tokens": 150}, "stderr_preview": "2026-05-04T06:55:13.284292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:15.709059Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dc0997055e4b1c5817d1a625ff0af826a34c526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-d826-7a73-add9-1d3ce9b1c0b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"class\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":6528,"output_tokens":89}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8447791e34a966bbdfa6692a5a88e562e1fd2d2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"class\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5daeb63be52e386f306886bc2e97521cc56e979 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:58.223850Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:00.552263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:09.611096Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cc97cc45164c59890b328d6165520fdd53177f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "unacc", "row_count": 1210}, {"class": "acc", "row_count": 384}, {"class": "good", "row_count": 69}, {"class": "vgood", "row_count": 65}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c708d99ba6ee9ba54712120ecd577460915363e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_5fab796e9b479e60 +-- problem_id: v2p_c2_621f1ea6d4485c2f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS row_count +FROM "c2" +GROUP BY "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee59fa663d8b50c918f87a4445af6d6d2649e504 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"class\", \"row_count\"], \"rows\": [{\"class\": \"unacc\", \"row_count\": 1210}, {\"class\": \"acc\", \"row_count\": 384}, {\"class\": \"good\", \"row_count\": 69}, {\"class\": \"vgood\", \"row_count\": 65}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa779141447e19f1f81309cfdae895a45cc0547 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:05:57.876798+00:00", + "ended_at": "2026-05-04T07:06:10.405590+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_5fab796e9b479e60", + "problem_id": "v2p_c2_621f1ea6d4485c2f", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_5fab796e9b479e60.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_5fab796e9b479e60", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 6528, + "output_tokens": 89, + "total_tokens": 21759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12500.62, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_5fab796e9b479e60\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af3564a132bb13728db357d18237d9e65f1b9c02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fab796e9b479e60/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:10.395391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12500.62, "started_at": "2026-05-04T07:05:57.878791+00:00", "ended_at": "2026-05-04T07:06:10.378628+00:00", "prompt_metrics": {"chars": 5570, "bytes_utf8": 5570, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21670, "cached_input_tokens": 6528, "output_tokens": 89}, "stderr_preview": "2026-05-04T07:05:58.223850Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:00.552263Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b74612606c71facd9535491ff0c381ee27cd1f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-cc78-7d82-bd98-e2255b634fe2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"doors\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='acc'. SQLite-compatible and limited to the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc22d8d987bcc440aaadd2d08f6739b3f6604063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"doors\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='acc'. SQLite-compatible and limited to the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d6155b981b983b626d519cd1f7eb92ce4b2b6db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:16.803663Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:19.142173Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:27.910699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05e21b296b3b06e857347917f21f56e12dce1301 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=lug_boot, target_col=class. +Result preview: [{"doors": "2", "lug_boot": "big", "target_rate": 0.25}, {"doors": "3", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "med", "target_rate": 0.25}, {"doors": "5more", "lug_boot": "big", "target_rate": 0.25}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..231ef6feb045375bb214eeda4d41e1b280574b31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_5fd829a46fc8ec23 +-- problem_id: v2p_c2_511ef727b6dae57f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7601bcb21f03a37291f3b628e776d5d5b3084d59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"target_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"5more\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"2\", \"lug_boot\": \"small\", \"target_rate\": 0.10416666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11a8623a2037eaae53f3826d57cf66b5df31ccc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:58:12.826262+00:00", + "ended_at": "2026-05-04T06:58:28.689411+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_5fd829a46fc8ec23", + "problem_id": "v2p_c2_511ef727b6dae57f", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_5fd829a46fc8ec23.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_5fd829a46fc8ec23", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 21935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1829, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15840.34, + "sql_execution_elapsed_ms_total": 2.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_5fd829a46fc8ec23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bfeec81c92e5e7ee2283f6b838cb9ee12cb0083 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:28.679549+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15840.34, "started_at": "2026-05-04T06:58:12.828915+00:00", "ended_at": "2026-05-04T06:58:28.668790+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21798, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:58:16.803663Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:19.142173Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "lug_boot", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79f0c48873fcef5f91edab82e12be21e74189693 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-8948-7023-ba31-780093ae2bdf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped-count template with group_col bound to \\\"lug_boot\\\" on single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":19840,"output_tokens":86}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e4e72a2304a25e4188400d945333bcdc4e2d39e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY row_count DESC;","notes":"Used the provided grouped-count template with group_col bound to \"lug_boot\" on single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aca2bc8a34873a51473e93b974b80e2a1ae6832 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:37.953908Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:40.332204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:47.091041Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78e2e0b6134493723bcc53e653bd15be3352996 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "row_count": 576}, {"lug_boot": "med", "row_count": 576}, {"lug_boot": "big", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..522c98fee58e052b900b6135e36640bd7ad0a10c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_6301d4a7beef8c03 +-- problem_id: v2p_c2_d5ebeac721a99b05 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS row_count +FROM "c2" +GROUP BY "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36fc64ab83830055b89ba4dbc01a1157aa6506ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"lug_boot\", \"row_count\"], \"rows\": [{\"lug_boot\": \"small\", \"row_count\": 576}, {\"lug_boot\": \"med\", \"row_count\": 576}, {\"lug_boot\": \"big\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac56cdc2bcddfdb40f06740c8a22c35553d41e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:05:37.688150+00:00", + "ended_at": "2026-05-04T07:05:48.014991+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6301d4a7beef8c03", + "problem_id": "v2p_c2_d5ebeac721a99b05", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6301d4a7beef8c03.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6301d4a7beef8c03", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 19840, + "output_tokens": 86, + "total_tokens": 21758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 70, + "estimated_total_tokens": 1652, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10294.55, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6301d4a7beef8c03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7063d83e197106f3a40760d51b7791c33b1d9b27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:48.000490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10294.55, "started_at": "2026-05-04T07:05:37.690128+00:00", "ended_at": "2026-05-04T07:05:47.984287+00:00", "prompt_metrics": {"chars": 5576, "bytes_utf8": 5576, "lines": 178, "estimated_tokens": 1582}, "response_metrics": {"chars": 270, "bytes_utf8": 270, "lines": 1, "estimated_tokens": 70}, "usage": {"input_tokens": 21672, "cached_input_tokens": 19840, "output_tokens": 86}, "stderr_preview": "2026-05-04T07:05:37.953908Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:40.332204Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb2a3265995ff6ca74ef7c137ab9a4bdd3f4afef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-30ff-7d01-ae3c-d8f01ff7dc7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned Grouped Count by Category template with group_col bound to \\\"maint\\\" and only the provided single table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":20864,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbaad51c667b10983ccce979818ada029dc85239 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"maint\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY row_count DESC;","notes":"Used the planned Grouped Count by Category template with group_col bound to \"maint\" and only the provided single table/columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca50ab481875dfcead40cbc73f50b9a96a6316e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:20.982218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:23.396097Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:32.571710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f165da8962a4c85841025911db1709d4dce54c78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "row_count": 432}, {"maint": "med", "row_count": 432}, {"maint": "low", "row_count": 432}, {"maint": "high", "row_count": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3a9a9af4e7094621dc3c844b31ee2b47d6b97a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_65971a3f69bf799b +-- problem_id: v2p_c2_331fd66ee4b1f61a +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS row_count +FROM "c2" +GROUP BY "maint" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab5fceeeace534a916b5c5a745716cda10c32bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"maint\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"maint\", \"row_count\"], \"rows\": [{\"maint\": \"vhigh\", \"row_count\": 432}, {\"maint\": \"med\", \"row_count\": 432}, {\"maint\": \"low\", \"row_count\": 432}, {\"maint\": \"high\", \"row_count\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1235afe3fd24f95e37796170ee7f4f50cb59beca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:06:20.628678+00:00", + "ended_at": "2026-05-04T07:06:33.495843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_65971a3f69bf799b", + "problem_id": "v2p_c2_331fd66ee4b1f61a", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_65971a3f69bf799b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_65971a3f69bf799b", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 20864, + "output_tokens": 87, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12831.94, + "sql_execution_elapsed_ms_total": 1.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_65971a3f69bf799b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67b2eb1304e39654551bca481babb4fe8ffee9db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_65971a3f69bf799b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:33.476450+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12831.94, "started_at": "2026-05-04T07:06:20.630495+00:00", "ended_at": "2026-05-04T07:06:33.462713+00:00", "prompt_metrics": {"chars": 5570, "bytes_utf8": 5570, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 292, "bytes_utf8": 292, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21670, "cached_input_tokens": 20864, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:06:20.982218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:23.396097Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1b245da1d90013340aa7e8376b5d1e2b8b1a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-011c-7022-b16d-dcbdf450121c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Filled the provided template exactly with group_col=\\\"maint\\\" and entity_col=\\\"maint\\\" as bound. This measures distinct coverage of the \\\"maint\\\" values within each maint group, which will be 1 for each group because the grouped column and distinct-counted column are the same.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99ea9079115da88b73bbcc6252f77ce6991606a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Filled the provided template exactly with group_col=\"maint\" and entity_col=\"maint\" as bound. This measures distinct coverage of the \"maint\" values within each maint group, which will be 1 for each group because the grouped column and distinct-counted column are the same."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bfc8a258c51e822c217ad1b69049218ed0f5e3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:09.522065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:11.981794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:20.115215Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d92a7caf75d9e0e80c20194f4b7f0aa91536f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "distinct_entities": 1}, {"maint": "med", "distinct_entities": 1}, {"maint": "low", "distinct_entities": 1}, {"maint": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0144dfba6ba778c7615af1e194b85aecb93198b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_660bae2f5c3bb1ac +-- problem_id: v2p_c2_b6b724dbb65d5523 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d08bc78ea2a96a1cf4613f695b664ddd92ed9c9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"vhigh\", \"distinct_entities\": 1}, {\"maint\": \"med\", \"distinct_entities\": 1}, {\"maint\": \"low\", \"distinct_entities\": 1}, {\"maint\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27a9b059895aa86d50e33cc27c8b2effec4de3c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:18:09.302717+00:00", + "ended_at": "2026-05-04T07:18:20.782148+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_660bae2f5c3bb1ac", + "problem_id": "v2p_c2_b6b724dbb65d5523", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_660bae2f5c3bb1ac.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_660bae2f5c3bb1ac", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11431.3, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_660bae2f5c3bb1ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a35d7b1a2081fdc4c430b6fab373696db52b879d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:20.765724+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11431.3, "started_at": "2026-05-04T07:18:09.307637+00:00", "ended_at": "2026-05-04T07:18:20.738726+00:00", "prompt_metrics": {"chars": 5773, "bytes_utf8": 5773, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:18:09.522065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:11.981794Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e4dea1a5fa4c250714ab9a5b34d43a8699e752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-616f-7031-9a4a-fb3bce2d58eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"doors\\\", target_col=\\\"class\\\", and target_value='vgood'. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":6528,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2514354a30b12ec6a5caccf7977822bdb68c537 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"doors\", target_col=\"class\", and target_value='vgood'. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e67ab80614096558d5858bf18490c1baa78c19e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:37.898965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:40.415333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:48.482834Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0b0d64c84c7ba96af8504441f4f26c9cffd80ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=doors, target_col=class. +Result preview: [{"maint": "low", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "3", "target_rate": 0.05555555555555555}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d10227b0650db79ca17f8448e512583b38a3092 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_679517066eea0d4f +-- problem_id: v2p_c2_2d6a191e39795240 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e12f206579ba1eddb9dc29005be52c05c97a85b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"doors\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"med\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"high\", \"doors\": \"4\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"5more\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"low\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"med\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"3\", \"target_rate\": 0.027777777777777776}, {\"maint\": \"high\", \"doors\": \"2\", \"target_rate\": 0.018518518518518517}, {\"maint\": \"vhigh\", \"doors\": \"2\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"3\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"4\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"5more\", \"target_rate\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..315f09d02420f47396e1dad6bda6c4365ec99ede --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:55:37.697466+00:00", + "ended_at": "2026-05-04T06:55:49.213752+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_679517066eea0d4f", + "problem_id": "v2p_c2_2d6a191e39795240", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_679517066eea0d4f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_679517066eea0d4f", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 6528, + "output_tokens": 135, + "total_tokens": 21931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11487.11, + "sql_execution_elapsed_ms_total": 1.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_679517066eea0d4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffcb600928cd85fab6beb7d0a760104b9d8a35b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_679517066eea0d4f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:49.204339+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11487.11, "started_at": "2026-05-04T06:55:37.700366+00:00", "ended_at": "2026-05-04T06:55:49.187086+00:00", "prompt_metrics": {"chars": 5945, "bytes_utf8": 5945, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21796, "cached_input_tokens": 6528, "output_tokens": 135}, "stderr_preview": "2026-05-04T06:55:37.898965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:40.415333Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28edc512a75f43fa89455ae3bbba65fd6db4f0be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-27e5-7720-85a7-0932093ac207"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 16;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"safety\\\" and top_k set to 16, using only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2543a4fba0f80db9a0e1cec45b730e8b6c63e3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 16;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"safety\" and top_k set to 16, using only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84a009839b2b84b89f2c3cab4e06b01f0bde2adc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:51.770748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:54.207148Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:02.971739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25d05c3bbe1762c2155ef31bed8d9b0141f11759 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad0b697f6ad82fd8af597d7544216ef471f2443a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_68d80e0ece6623a8 +-- problem_id: v2p_c2_bc9ded0a45bb85aa +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9548f93710849d0bd7a1f5ffef8d9e156364e6de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 16;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89ee9ea597b21ad1657fb548fbe040df301d692e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:12:51.544171+00:00", + "ended_at": "2026-05-04T07:13:03.611163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_68d80e0ece6623a8", + "problem_id": "v2p_c2_bc9ded0a45bb85aa", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_68d80e0ece6623a8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_68d80e0ece6623a8", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1715, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12026.54, + "sql_execution_elapsed_ms_total": 1.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_68d80e0ece6623a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ce1042feb4ff77db3ac590ef119ea93f8488283 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:03.594798+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12026.54, "started_at": "2026-05-04T07:12:51.550404+00:00", "ended_at": "2026-05-04T07:13:03.577123+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:12:51.770748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:54.207148Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f9345861a2edfbdc10e7a36373b1e44fa15fb04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-0a44-7e13-9d31-6f64b5ab35c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = 'more'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with group_col bound to \\\"class\\\" and predicate_col bound to \\\"persons\\\" = 'more'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa126a81f5485aeb7766986f54e6d4f081008b32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = 'more'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required template with group_col bound to \"class\" and predicate_col bound to \"persons\" = 'more'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4def93e479b76b174077db348c51206ea64bd4b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:05.459962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:07.752809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:14.564892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafbee5d49db5bd2cca5a5e1f657eafcc678c144 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "unacc", "support": 322}, {"class": "acc", "support": 186}, {"class": "vgood", "support": 35}, {"class": "good", "support": 33}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b66ca15f6afc4eed1162ba04e7b929443bfa2556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_69edb45b08158006 +-- problem_id: v2p_c2_792d760c1ed738d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = 'more' +GROUP BY "class" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1fc100d72368037d3ca548be0ad8d248f5443f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = 'more'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = 'more'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"unacc\", \"support\": 322}, {\"class\": \"acc\", \"support\": 186}, {\"class\": \"vgood\", \"support\": 35}, {\"class\": \"good\", \"support\": 33}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..264b39ac874d2fac745f35cef1ecbdb4d0a36b9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:05:05.194858+00:00", + "ended_at": "2026-05-04T07:05:15.375872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_69edb45b08158006", + "problem_id": "v2p_c2_792d760c1ed738d8", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_69edb45b08158006.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_69edb45b08158006", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10121.26, + "sql_execution_elapsed_ms_total": 1.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_69edb45b08158006\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7221590a5844ad93426733a1e1972805952ecdbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_69edb45b08158006/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:15.357786+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10121.26, "started_at": "2026-05-04T07:05:05.196722+00:00", "ended_at": "2026-05-04T07:05:15.317555+00:00", "prompt_metrics": {"chars": 5847, "bytes_utf8": 5847, "lines": 182, "estimated_tokens": 1652}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:05:05.459962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:07.752809Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f1fe45b90f4f00e600f8fb6aca0c987e36415d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-c94a-7450-90bf-cc3b81b624a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required grouped ratio template with both group_col and condition_col bound to \\\"safety\\\", using positive_value='high' and negative_value='low'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":19840,"output_tokens":207}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..949cc5f234388fdd8c1c4891215ab99eebaedfc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required grouped ratio template with both group_col and condition_col bound to \"safety\", using positive_value='high' and negative_value='low'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..accf82dd6600dab5fdd549adc6804d91d88a204e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:53.406082Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:55.685325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:04.909802Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26f1cede363f7c0e9b195c844ee88e33c603069e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "low", "condition_ratio": 0.0}, {"safety": "high", "condition_ratio": null}, {"safety": "med", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95ed81068a604701519958d93c3fb056d710d152 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_6a121881dce405bb +-- problem_id: v2p_c2_a5b0ecb152bb7568 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..272b7fffa294c5a4c40dad7dad06733d7f523bf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"safety\", \"condition_ratio\"], \"rows\": [{\"safety\": \"low\", \"condition_ratio\": 0.0}, {\"safety\": \"high\", \"condition_ratio\": null}, {\"safety\": \"med\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df0f328fbec7c6bd692fe323c9ec953c5b1d22c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:53:53.173876+00:00", + "ended_at": "2026-05-04T06:54:05.705262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6a121881dce405bb", + "problem_id": "v2p_c2_a5b0ecb152bb7568", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6a121881dce405bb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6a121881dce405bb", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 19840, + "output_tokens": 207, + "total_tokens": 22113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 169, + "estimated_total_tokens": 1985, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12511.06, + "sql_execution_elapsed_ms_total": 2.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6a121881dce405bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05caddc62a05d5ead25c1f5bea2036477baeb361 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a121881dce405bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:05.705262+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12511.06, "started_at": "2026-05-04T06:53:53.175979+00:00", "ended_at": "2026-05-04T06:54:05.686551+00:00", "prompt_metrics": {"chars": 6471, "bytes_utf8": 6471, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 639, "bytes_utf8": 639, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 21906, "cached_input_tokens": 19840, "output_tokens": 207}, "stderr_preview": "2026-05-04T06:53:53.406082Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:55.685325Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "entity_col": "lug_boot", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8a1604a44f6efeaa2d6480a6729888d9c5ece75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-73d4-7771-aa30-0edb875d4a30"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided template and bindings exactly: group_col=\\\"lug_boot\\\", entity_col=\\\"lug_boot\\\", predicate_col=\\\"lug_boot\\\", predicate_value='small', top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":21376,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..330d8b1ab82b9b98a678e0dfc4b790fdc1df8a9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided template and bindings exactly: group_col=\"lug_boot\", entity_col=\"lug_boot\", predicate_col=\"lug_boot\", predicate_value='small', top_k=12."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a43e1b888f8b445190144872599649a4e1013343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:55.530747Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:57.875396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:07.220778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e084563ee09430f14ecbca1e2db6e0eabed223b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f5efbac81fc00ed08dbf4ab227ee8f13010800d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_6a8350a64d22cf3d +-- problem_id: v2p_c2_95dc1c0ea0d55198 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42322e511835ff7bf7112a2660592c7124019ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"lug_boot\", \"distinct_entities\"], \"rows\": [{\"lug_boot\": \"small\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4937fcad688b9f89855d5d45e62466d44643221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:21:55.286367+00:00", + "ended_at": "2026-05-04T07:22:08.034631+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6a8350a64d22cf3d", + "problem_id": "v2p_c2_95dc1c0ea0d55198", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "entity_col": "lug_boot", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6a8350a64d22cf3d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6a8350a64d22cf3d", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 21376, + "output_tokens": 181, + "total_tokens": 21957, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12711.46, + "sql_execution_elapsed_ms_total": 1.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6a8350a64d22cf3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00df42da8c949a6a4c25b404fed4f9812f1d359e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:08.022759+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12711.46, "started_at": "2026-05-04T07:21:55.288440+00:00", "ended_at": "2026-05-04T07:22:08.000203+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21776, "cached_input_tokens": 21376, "output_tokens": 181}, "stderr_preview": "2026-05-04T07:21:55.530747Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:57.875396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38289aa0f09ba897f3c0ff8463c8174f3d9371f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-3249-7a00-ad09-6efa163d6b7e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"lug_boot\\\" and condition_col=\\\"lug_boot\\\", condition_value='big'. Since the grouping column and condition column are the same, the result is a direction-consistency check: the \\\"big\\\" group will have rate 1.0, while other \\\"lug_boot\\\" groups will have rate 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21760,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d19308bdc856bd2a59e57f5ce3654af1b218356b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"lug_boot\" and condition_col=\"lug_boot\", condition_value='big'. Since the grouping column and condition column are the same, the result is a direction-consistency check: the \"big\" group will have rate 1.0, while other \"lug_boot\" groups will have rate 0.0."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d38e99a3fef43a53796913f15ce0442d31f7da8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:48.115787Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:50.481411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:58.487879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46a70c57cc56ba40f51f4029402f1625903098c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, condition_col=lug_boot. +Result preview: [{"lug_boot": "big", "condition_rate": 1.0}, {"lug_boot": "small", "condition_rate": 0.0}, {"lug_boot": "med", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c080bf154d00581c012c3cb71517cd80583166d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_6cf452dd09aca6fa +-- problem_id: v2p_c2_78566860196a052b +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a26dda29119e674f1e762b76188776a442b659a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"lug_boot\", \"condition_rate\"], \"rows\": [{\"lug_boot\": \"big\", \"condition_rate\": 1.0}, {\"lug_boot\": \"small\", \"condition_rate\": 0.0}, {\"lug_boot\": \"med\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..473a9fa99f4f8a7e3ad7658f2ac6559f4c37713d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:59:47.765137+00:00", + "ended_at": "2026-05-04T06:59:59.707774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6cf452dd09aca6fa", + "problem_id": "v2p_c2_78566860196a052b", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6cf452dd09aca6fa.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6cf452dd09aca6fa", + "api_calls": 0, + "input_tokens": 21760, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 21919, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1670, + "estimated_output_tokens": 143, + "estimated_total_tokens": 1813, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11906.98, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6cf452dd09aca6fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0225165ddcb9744657a73706cf3cb8e3d9296433 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:59.698658+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11906.98, "started_at": "2026-05-04T06:59:47.767685+00:00", "ended_at": "2026-05-04T06:59:59.673463+00:00", "prompt_metrics": {"chars": 5908, "bytes_utf8": 5908, "lines": 183, "estimated_tokens": 1670}, "response_metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 21760, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T06:59:48.115787Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:50.481411Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=safety.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b315cc45e3da084121a5a01a446354766f8e01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-4e53-7270-9e32-72e00a5241e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required template with bound roles group_col=buying, group_col_2=safety, and predicate lug_boot = 'med'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21790,"cached_input_tokens":21376,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7b6e1ed3d32df3bcf5cb0fcdd60b16d57287221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"lug_boot\" = 'med'\nGROUP BY \"buying\", \"safety\"\nORDER BY row_count DESC;","notes":"Used the required template with bound roles group_col=buying, group_col_2=safety, and predicate lug_boot = 'med'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f84bfd83521d60f31392d012c64f26817bdfadf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:10.848523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:13.171689Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:20.714456Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aefce47f20b420d86f94afc0ddb88e6b92fe09e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=safety. +Result preview: [{"buying": "high", "safety": "high", "row_count": 48}, {"buying": "high", "safety": "low", "row_count": 48}, {"buying": "high", "safety": "med", "row_count": 48}, {"buying": "low", "safety": "high", "row_count": 48}, {"buying": "low", "safety": "low", "row_count": 48}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..115476cf68823d2c7bf187aad57efc3c72d8cd17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6e9793e4614739fe +-- problem_id: v2p_c2_4a8c4accfa26317e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", COUNT(*) AS row_count +FROM "c2" +WHERE "lug_boot" = 'med' +GROUP BY "buying", "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35072cf8f4bec70dd2934c042d7287f6dc352a0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"lug_boot\" = 'med'\nGROUP BY \"buying\", \"safety\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"safety\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"high\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"high\", \"safety\": \"med\", \"row_count\": 48}, {\"buying\": \"low\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"low\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"low\", \"safety\": \"med\", \"row_count\": 48}, {\"buying\": \"med\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"med\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"med\", \"safety\": \"med\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"row_count\": 48}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5102c789a17b28a23b2b207b63b0701634456de5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:51:10.666631+00:00", + "ended_at": "2026-05-04T06:51:21.508163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6e9793e4614739fe", + "problem_id": "v2p_c2_4a8c4accfa26317e", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=safety.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6e9793e4614739fe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6e9793e4614739fe", + "api_calls": 0, + "input_tokens": 21790, + "cached_input_tokens": 21376, + "output_tokens": 126, + "total_tokens": 21916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1700, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1810, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10813.96, + "sql_execution_elapsed_ms_total": 1.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6e9793e4614739fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7feeb1fc00b3b8a36e5ce3b3b035566c10bbc7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6e9793e4614739fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:21.499328+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10813.96, "started_at": "2026-05-04T06:51:10.668296+00:00", "ended_at": "2026-05-04T06:51:21.482516+00:00", "prompt_metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1700}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21790, "cached_input_tokens": 21376, "output_tokens": 126}, "stderr_preview": "2026-05-04T06:51:10.848523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:13.171689Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=maint.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "maint", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72852de98af7d8b5b6d24e12cee6144861b7ecd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-9046-73d2-8d9d-ec50a735c50c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"maint\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\", \\\"maint\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the required filtered two-dimensional group count template with group_col=\\\"buying\\\", group_col_2=\\\"maint\\\", and predicate buying = 'high'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21789,"cached_input_tokens":19840,"output_tokens":190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..540b0eeb4eb88feda9eb0b689c7ef07a07a2a11f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"maint\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\", \"maint\"\nORDER BY row_count DESC;","notes":"Applied the required filtered two-dimensional group count template with group_col=\"buying\", group_col_2=\"maint\", and predicate buying = 'high'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26d5f462770c9e457b110aa1dd65579fa883410a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:22.213971Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:24.817255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:34.760514Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d492d33a0f89f689f1253ef65a91f9d16b67db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=maint. +Result preview: [{"buying": "high", "maint": "high", "row_count": 108}, {"buying": "high", "maint": "low", "row_count": 108}, {"buying": "high", "maint": "med", "row_count": 108}, {"buying": "high", "maint": "vhigh", "row_count": 108}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..799a8b3520521c61618f0734ff4dea6bff7c82f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6f472f154b29cc74 +-- problem_id: v2p_c2_ab75b0498b54c28d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "maint", COUNT(*) AS row_count +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying", "maint" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f847a368b0eea54d78a220b9aa3fbc13b8b7b32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"maint\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\", \"maint\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"maint\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\", \\\"maint\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"maint\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"maint\": \"high\", \"row_count\": 108}, {\"buying\": \"high\", \"maint\": \"low\", \"row_count\": 108}, {\"buying\": \"high\", \"maint\": \"med\", \"row_count\": 108}, {\"buying\": \"high\", \"maint\": \"vhigh\", \"row_count\": 108}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a754c466618c6191a5724c6c0de4ad454e9e7d52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:50:21.990252+00:00", + "ended_at": "2026-05-04T06:50:35.679475+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6f472f154b29cc74", + "problem_id": "v2p_c2_ab75b0498b54c28d", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=maint.", + "bindings": { + "group_col": "buying", + "group_col_2": "maint", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6f472f154b29cc74.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6f472f154b29cc74", + "api_calls": 0, + "input_tokens": 21789, + "cached_input_tokens": 19840, + "output_tokens": 190, + "total_tokens": 21979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1699, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13360.99, + "sql_execution_elapsed_ms_total": 0.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6f472f154b29cc74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1478411e0e85fcfa6d2aff53c80b265e2184327b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f472f154b29cc74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:35.675143+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13360.99, "started_at": "2026-05-04T06:50:21.991980+00:00", "ended_at": "2026-05-04T06:50:35.352982+00:00", "prompt_metrics": {"chars": 5966, "bytes_utf8": 5966, "lines": 184, "estimated_tokens": 1699}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21789, "cached_input_tokens": 19840, "output_tokens": 190}, "stderr_preview": "2026-05-04T06:50:22.213971Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:24.817255Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..233262196a104b42d2335884035b17b5b7b475d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-f19e-7740-94ef-0dd72bfc742e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"safety\\\" and entity_col=\\\"safety\\\" on the single table \\\"c2\\\" using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21721,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8d1269d9c55f1f1bf3623b42bd54e951487849 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the planned template exactly with group_col=\"safety\" and entity_col=\"safety\" on the single table \"c2\" using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1442c1f58f14b87015d3b6841d5106d46913aeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:11.123234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:13.576440Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:20.954139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd036c657b6b6305924f5e126eaec2fdb42f29b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "distinct_entities": 1}, {"safety": "low", "distinct_entities": 1}, {"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46f74eebdffae6a012a914de889727962b176f3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_6f9060cd66b0577a +-- problem_id: v2p_c2_27486c655bd49287 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ce61bedfdfa1f56a153399df566764a9c7cd8ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"med\", \"distinct_entities\": 1}, {\"safety\": \"low\", \"distinct_entities\": 1}, {\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58e22c6975dd3c48e6611b3e0de9db958fc158d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:19:10.868299+00:00", + "ended_at": "2026-05-04T07:19:21.790355+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6f9060cd66b0577a", + "problem_id": "v2p_c2_27486c655bd49287", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_6f9060cd66b0577a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6f9060cd66b0577a", + "api_calls": 0, + "input_tokens": 21721, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10879.24, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_6f9060cd66b0577a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b0ecbf588d17e2ca60e9e754286ddf0dfd48332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:21.766111+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10879.24, "started_at": "2026-05-04T07:19:10.871063+00:00", "ended_at": "2026-05-04T07:19:21.750475+00:00", "prompt_metrics": {"chars": 5775, "bytes_utf8": 5775, "lines": 180, "estimated_tokens": 1633}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21721, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:19:11.123234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:13.576440Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0de755950f0bd06990096da5cbdfc79185df33d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-bbf1-7ee0-af0e-ef3546ab0722"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":20864,"output_tokens":90}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e0d539ba2629d9c243240a0116a8a78d85d317d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c4410707ca66c0f2e51d19b935fefc88c231fc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:56.477694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:59.011732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:05.409016Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78e2e0b6134493723bcc53e653bd15be3352996 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "row_count": 576}, {"lug_boot": "med", "row_count": 576}, {"lug_boot": "big", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc88feb29a8fc6357172c67f23c7357e60ba12c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_70a84fe013e0935c +-- problem_id: v2p_c2_6ff203fae79abab2 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS row_count +FROM "c2" +GROUP BY "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd5d3f049de439b4dabaccbaf02b2a26c3a028cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"lug_boot\", \"row_count\"], \"rows\": [{\"lug_boot\": \"small\", \"row_count\": 576}, {\"lug_boot\": \"med\", \"row_count\": 576}, {\"lug_boot\": \"big\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b34885fbad76341cf12021998d777ae1f92c55cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:06:56.201170+00:00", + "ended_at": "2026-05-04T07:07:06.370905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_70a84fe013e0935c", + "problem_id": "v2p_c2_6ff203fae79abab2", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_70a84fe013e0935c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_70a84fe013e0935c", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 20864, + "output_tokens": 90, + "total_tokens": 21762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 74, + "estimated_total_tokens": 1656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10138.46, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_70a84fe013e0935c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d0a8b01e7acfe66679b5cc167144fe8b0b901c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_70a84fe013e0935c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:06.357776+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10138.46, "started_at": "2026-05-04T07:06:56.202946+00:00", "ended_at": "2026-05-04T07:07:06.340899+00:00", "prompt_metrics": {"chars": 5575, "bytes_utf8": 5575, "lines": 178, "estimated_tokens": 1582}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 21672, "cached_input_tokens": 20864, "output_tokens": 90}, "stderr_preview": "2026-05-04T07:06:56.477694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:59.011732Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..015d23c2488179563c2947e8acc9334d565b2398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-5f25-7be0-b32c-eeee002e5523"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"buying\\\" and predicate \\\"lug_boot\\\" = 'big' on single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21745,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79090a2cbe824a3b8628c69d0031b8da07381e1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"buying\" and predicate \"lug_boot\" = 'big' on single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bbb66545028b5ac8460a0ecc62201a0175b01b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:27.168475Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:29.437581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:36.870294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..720e6eba9f925a10fb239ce316e40442da8888d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "support": 144}, {"buying": "med", "support": 144}, {"buying": "low", "support": 144}, {"buying": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad54f07f920f516e6e4c7678bd1e93c05dfe1f6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_748a95c5a69eca67 +-- problem_id: v2p_c2_786bc5178883ed0d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'big' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6e7f3aba0910e215d6f48d6338d05c450de5046 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 144}, {\"buying\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"support\": 144}, {\"buying\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff678751cbaf277484b696a3aaabc67f3edae4e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:05:26.942090+00:00", + "ended_at": "2026-05-04T07:05:37.685502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_748a95c5a69eca67", + "problem_id": "v2p_c2_786bc5178883ed0d", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_748a95c5a69eca67.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_748a95c5a69eca67", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21862, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10715.2, + "sql_execution_elapsed_ms_total": 0.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_748a95c5a69eca67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93860cf52e60fc06e33284254152e8438cff03bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_748a95c5a69eca67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:37.678169+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10715.2, "started_at": "2026-05-04T07:05:26.942090+00:00", "ended_at": "2026-05-04T07:05:37.662157+00:00", "prompt_metrics": {"chars": 5850, "bytes_utf8": 5850, "lines": 182, "estimated_tokens": 1657}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21745, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:05:27.168475Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:29.437581Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3c8cd832535f4ea84e967d7961c924da16b1fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-994e-7ca3-8ef3-91b0aab9f311"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=15. Since grouping and target use the same column, focus_rate is 1.0 only for class='good' and 0.0 for other class groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":20864,"output_tokens":177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60efc5bf0c34e5e4c3a1ba83d743d65b32db79c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='good', min_support=4, and top_k=15. Since grouping and target use the same column, focus_rate is 1.0 only for class='good' and 0.0 for other class groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9053e41c0cc279a6a598405669713974fbd8c23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:09.706590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:12.312780Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:20.347413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e147e0ddec192a0b55ee3ff1559e467e48815ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "good", "support": 69, "focus_rate": 1.0}, {"class": "vgood", "support": 65, "focus_rate": 0.0}, {"class": "acc", "support": 384, "focus_rate": 0.0}, {"class": "unacc", "support": 1210, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02104ec853a831d93f43d5596d79b76f1956457a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_76087f81882f1fe0 +-- problem_id: v2p_c2_6887832bc0f55a64 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c0a475110d364a28a8375df29f3903e395ab1f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"good\", \"support\": 69, \"focus_rate\": 1.0}, {\"class\": \"vgood\", \"support\": 65, \"focus_rate\": 0.0}, {\"class\": \"acc\", \"support\": 384, \"focus_rate\": 0.0}, {\"class\": \"unacc\", \"support\": 1210, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bd33a4736f42c970704ebf268201b9350424bc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:11:09.474083+00:00", + "ended_at": "2026-05-04T07:11:21.090617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_76087f81882f1fe0", + "problem_id": "v2p_c2_6887832bc0f55a64", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_76087f81882f1fe0.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_76087f81882f1fe0", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 177, + "total_tokens": 21985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 161, + "estimated_total_tokens": 1881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11587.16, + "sql_execution_elapsed_ms_total": 1.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_76087f81882f1fe0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2b4f2658bee8e826d76ffa93502c73bcb808660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:21.082028+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11587.16, "started_at": "2026-05-04T07:11:09.477485+00:00", "ended_at": "2026-05-04T07:11:21.064571+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 21808, "cached_input_tokens": 20864, "output_tokens": 177}, "stderr_preview": "2026-05-04T07:11:09.706590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:12.312780Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=15. Since grouping and target use the same column, focus_rate is 1.0 only for class='good' and 0.0 for other class groups.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4806362b15728997ca0d0cddab1d7963eabc1229 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_76087f81882f1fe0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_76087f81882f1fe0", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 177, + "total_tokens": 21985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 161, + "estimated_total_tokens": 1881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11587.16, + "sql_execution_elapsed_ms_total": 1.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_76087f81882f1fe0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e6ba2cb57e64c1e3699cdff29bd218adcfa39d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1619}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db182eeef3b538ac5e2f9f3bf17d9908e4669b29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_78eff5e695ce09c4", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1619, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1714, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10699.09, + "sql_execution_elapsed_ms_total": 1.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_78eff5e695ce09c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90384ab7a373a21154dc28d6c92ff678cb613c4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:12:40.796376+00:00", + "ended_at": "2026-05-04T07:12:51.496112+00:00", + "elapsed_ms": 10699.09, + "prompt_metrics": { + "chars": 5651, + "bytes_utf8": 5651, + "lines": 178, + "estimated_tokens": 1619 + }, + "stdout_metrics": { + "chars": 697, + "bytes_utf8": 697, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13161 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6268f373025357ec71ec42004de0072284ff9cdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..033e604e46eb6a08f719096bb7d47f85fd639be7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-fdde-73b0-abb5-bc115559fdf5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"safety\\\" on the single table \\\"c2\\\" using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d732f365ea52911ea68418dad287390a82914bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"safety\" on the single table \"c2\" using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d445f1e6359ed0ab6956928b0c56fc58b92289cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:41.034270Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:43.328838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:50.312743Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d25507c296aa95f3f5561a9ae92d3c4c753cd0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..141fe4872a3a508f7d461cf3ec38785b1a0fa586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_78eff5e695ce09c4 +-- problem_id: v2p_c2_f35c0352778c575a +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf07c9a95228f6124f4bcf952010e4c6f1cb134e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 11;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abf102f2fb5ee45c847e13e45c0d5a273322ae3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:12:40.795154+00:00", + "ended_at": "2026-05-04T07:12:51.543009+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_78eff5e695ce09c4", + "problem_id": "v2p_c2_f35c0352778c575a", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_78eff5e695ce09c4.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_78eff5e695ce09c4", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1619, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1714, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10699.09, + "sql_execution_elapsed_ms_total": 1.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_78eff5e695ce09c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9c1c016c301111b2b9919c4c49874c5119c3c1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:51.517507+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10699.09, "started_at": "2026-05-04T07:12:40.796376+00:00", "ended_at": "2026-05-04T07:12:51.496112+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1619}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:12:41.034270Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:43.328838Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "buying", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8097145f46a83b22943b349446917b9c948f4341 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-de53-78f0-86f9-a02a40fcfd51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 18;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"buying\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4831401c166ce501929b261eefe8d39d022311d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 18;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"buying\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e070626d7f6f3cbbb5efcbe31408c09765b0e50d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:38.544349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:41.200804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:49.723148Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aafb01aa0365ab4105d24efea8d81ed4de9975ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "high", "support": 432}, {"buying": "low", "support": 432}, {"buying": "med", "support": 432}, {"buying": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..156f6f46f6fb9aa971b6ad070ae86fea65dade46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_791758b6abbae2a8 +-- problem_id: v2p_c2_b1d95f7cc7960ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4870b7f4d971d971c2b041a3238f953dce99901c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 18;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"high\", \"support\": 432}, {\"buying\": \"low\", \"support\": 432}, {\"buying\": \"med\", \"support\": 432}, {\"buying\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f23c770d90c7531cebb4295aa808e772336ca74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:13:38.219429+00:00", + "ended_at": "2026-05-04T07:13:50.871717+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_791758b6abbae2a8", + "problem_id": "v2p_c2_b1d95f7cc7960ae5", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_791758b6abbae2a8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_791758b6abbae2a8", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12625.29, + "sql_execution_elapsed_ms_total": 1.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_791758b6abbae2a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dba96ba6633400460c3d4d3352b94c85b2b1a3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_791758b6abbae2a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:50.863295+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12625.29, "started_at": "2026-05-04T07:13:38.221097+00:00", "ended_at": "2026-05-04T07:13:50.833421+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:13:38.544349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:41.200804Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=persons.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eea33392a37a89cfffea50aa8458221da8e56ccf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-f30b-7680-9708-575c02cb1029"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 12;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with the bound roles group_col=maint and group_col_2=persons on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21772,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..632c81a55b3d425d6f63a0a6993d3e83ae861672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY support ASC, \"maint\", \"persons\"\nLIMIT 12;","notes":"Used the required Pairwise Sparse Slice Count template with the bound roles group_col=maint and group_col_2=persons on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2559103ccf26819271af23d907c9126fd3800f1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:00.372413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:02.931316Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:13.252828Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2c067b61c2872879c6a61a1a572c7c50731e247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=persons. +Result preview: [{"maint": "high", "persons": "2", "support": 144}, {"maint": "high", "persons": "4", "support": 144}, {"maint": "high", "persons": "more", "support": 144}, {"maint": "low", "persons": "2", "support": 144}, {"maint": "low", "persons": "4", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a14f6a8209351a1d57aedda84313b6764e026f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_796536c093606bfb +-- problem_id: v2p_c2_39cbdd10c5c44129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY support ASC, "maint", "persons" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57492b2d2c9c4f2c5b047fa8b6dafb0d9e154c69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY support ASC, \"maint\", \"persons\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 12;\", \"columns\": [\"maint\", \"persons\", \"support\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75fff4f39b96d513febf6b077842b45b831d73d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:17:00.147505+00:00", + "ended_at": "2026-05-04T07:17:14.084362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_796536c093606bfb", + "problem_id": "v2p_c2_39cbdd10c5c44129", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=persons.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_796536c093606bfb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_796536c093606bfb", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21892, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13899.34, + "sql_execution_elapsed_ms_total": 1.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_796536c093606bfb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75669d303f91af8652878467cf092b341204c447 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_796536c093606bfb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:14.067186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13899.34, "started_at": "2026-05-04T07:17:00.149990+00:00", "ended_at": "2026-05-04T07:17:14.038839+00:00", "prompt_metrics": {"chars": 5825, "bytes_utf8": 5825, "lines": 180, "estimated_tokens": 1684}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21772, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:17:00.372413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:02.931316Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b044070640085a2ea75687eec0859e97431374b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-4a7b-7762-a4ff-de6743a1a8fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"maint\\\", predicate_col=\\\"safety\\\", predicate_op=\\\"=\\\", predicate_value='high', top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d00cea34a15cf94eb5c088407fcb9622af51008f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"maint\", predicate_col=\"safety\", predicate_op=\"=\", predicate_value='high', top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7cbee97b70649c087f88bba25e4f9cdba9efda5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:10.844323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:13.167777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:20.444075Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ea3c7bdb449c4495bb094639c6056f2225aa3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "support": 144}, {"maint": "med", "support": 144}, {"maint": "low", "support": 144}, {"maint": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..387d443e29d9d705aea70c790bb80849d03c78e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_79880ac758d64b03 +-- problem_id: v2p_c2_3ed8be81fb23c76e +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c859d586a098f7bd73e8dd7f38d4206c8cb66a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 144}, {\"maint\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e60f029c84f852ab47319db381eef6b4ef33a57f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:03:10.575001+00:00", + "ended_at": "2026-05-04T07:03:21.597308+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_79880ac758d64b03", + "problem_id": "v2p_c2_3ed8be81fb23c76e", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_79880ac758d64b03.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_79880ac758d64b03", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10994.17, + "sql_execution_elapsed_ms_total": 0.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_79880ac758d64b03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb482158dbf30e8544b0132639578721dedb22a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_79880ac758d64b03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:21.588179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10994.17, "started_at": "2026-05-04T07:03:10.577432+00:00", "ended_at": "2026-05-04T07:03:21.572131+00:00", "prompt_metrics": {"chars": 5847, "bytes_utf8": 5847, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21743, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:03:10.844323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:13.167777Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c222a72c77cafc81bfddceefdd96dc3e61fd50cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-78c3-7ba1-bed0-d0b4f7147dbc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group_col=\\\"buying\\\", group_col_2=\\\"class\\\", and predicate safety = 'med'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21789,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05620545bbf06ec3b100c67a957c4bd6bc8c3cd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"safety\" = 'med'\nGROUP BY \"buying\", \"class\"\nORDER BY row_count DESC;","notes":"Uses the provided filtered two-dimensional group count template with group_col=\"buying\", group_col_2=\"class\", and predicate safety = 'med'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b85b0a0855691456edb4550c5b5d4556c60d630 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:21.729057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:24.011574Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:33.942899Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2083f5b0ff2742bdfffa566abc1fb24faad4232 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=class. +Result preview: [{"buying": "vhigh", "class": "unacc", "row_count": 118}, {"buying": "high", "class": "unacc", "row_count": 105}, {"buying": "med", "class": "unacc", "row_count": 72}, {"buying": "low", "class": "unacc", "row_count": 62}, {"buying": "med", "class": "acc", "row_count": 59}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb74f4a4d4c0981006d5347682f7d1d151a4e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_860e45a45f0a0bf3 +-- problem_id: v2p_c2_0c98f9fa2719a538 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", COUNT(*) AS row_count +FROM "c2" +WHERE "safety" = 'med' +GROUP BY "buying", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3c367dbac47736c1c3acc415fec110c428942a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"safety\" = 'med'\nGROUP BY \"buying\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"class\", \"row_count\"], \"rows\": [{\"buying\": \"vhigh\", \"class\": \"unacc\", \"row_count\": 118}, {\"buying\": \"high\", \"class\": \"unacc\", \"row_count\": 105}, {\"buying\": \"med\", \"class\": \"unacc\", \"row_count\": 72}, {\"buying\": \"low\", \"class\": \"unacc\", \"row_count\": 62}, {\"buying\": \"med\", \"class\": \"acc\", \"row_count\": 59}, {\"buying\": \"low\", \"class\": \"acc\", \"row_count\": 56}, {\"buying\": \"high\", \"class\": \"acc\", \"row_count\": 39}, {\"buying\": \"low\", \"class\": \"good\", \"row_count\": 26}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"row_count\": 26}, {\"buying\": \"med\", \"class\": \"good\", \"row_count\": 13}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7dedd0172d7ee649d8a449f111091fe3256872d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:51:21.510920+00:00", + "ended_at": "2026-05-04T06:51:36.606557+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_860e45a45f0a0bf3", + "problem_id": "v2p_c2_0c98f9fa2719a538", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_860e45a45f0a0bf3.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_860e45a45f0a0bf3", + "api_calls": 0, + "input_tokens": 21789, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1699, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15067.76, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_860e45a45f0a0bf3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eccc57d811f1b630ca63a3a9d47a3f6ca8cb7a12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:36.592615+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15067.76, "started_at": "2026-05-04T06:51:21.512627+00:00", "ended_at": "2026-05-04T06:51:36.580033+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 184, "estimated_tokens": 1699}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21789, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T06:51:21.729057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:24.011574Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66c7335653dca6f532d748c5d3452458c3c544d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-a080-7270-92fa-b4eb5a013e8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\", using condition_value='3'. This measures, for each doors group, the within-group proportion of rows whose doors value is '3'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d565f5ac8f116d659dfc61a565d357048211e86d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"doors\" and condition_col=\"doors\", using condition_value='3'. This measures, for each doors group, the within-group proportion of rows whose doors value is '3'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5746d378087a3d901e4d7290b2ed4bb01fa251b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:10.801883Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:13.323202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:21.352909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..53a82b3400b7918d3675a04357abeecdcaf47990 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "3", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d83ff4a7e63b60c5ff9d0e4168a32036cfdf606 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8723c698fec16e0e +-- problem_id: v2p_c2_7dcc61315a4cbe0c +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adb02e7451c307ce6377a3970c366231a12ccda3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"3\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07578e29c3ad9511e62ae57d85e8bf2eadcdd5c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:59:10.466382+00:00", + "ended_at": "2026-05-04T06:59:22.089747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_8723c698fec16e0e", + "problem_id": "v2p_c2_7dcc61315a4cbe0c", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_8723c698fec16e0e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_8723c698fec16e0e", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 21886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1780, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11595.59, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_8723c698fec16e0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a09ab69af3d857c66dcc17618556c47f0a6daa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8723c698fec16e0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:22.076109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11595.59, "started_at": "2026-05-04T06:59:10.469005+00:00", "ended_at": "2026-05-04T06:59:22.064761+00:00", "prompt_metrics": {"chars": 5897, "bytes_utf8": 5897, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21757, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T06:59:10.801883Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:13.323202Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6a1731abd17b3dd6e566d9d579bc54d6179ee11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-1e64-7d91-89a4-0986d7f439d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col=\\\"maint\\\" and predicate_col=\\\"maint\\\" bound to value 'med'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05d292f06008c1bfb80925c8b6146f64b0b64f12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the required Filtered Top-k Group Count template with group_col=\"maint\" and predicate_col=\"maint\" bound to value 'med'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..392f34e4e64570a008a78fbfcd4ce9663b470243 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:59.571315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:02.095033Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:09.583949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..041fecc0a3259bba4889ac1ba27e70c1fbc8c04f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint. +Result preview: [{"maint": "med", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..116ce0a383f41f51e9a351ed05706e5fe4e71bb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_8a3276c62f3c9e45 +-- problem_id: v2p_c2_76238b4de5fdab49 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef701727078a7953765c2472139128a51c348128 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"med\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4689b30717ff88726743b2ded69dc27e9a6cb14f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:02:59.300297+00:00", + "ended_at": "2026-05-04T07:03:10.572298+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_8a3276c62f3c9e45", + "problem_id": "v2p_c2_76238b4de5fdab49", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_8a3276c62f3c9e45.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_8a3276c62f3c9e45", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11240.38, + "sql_execution_elapsed_ms_total": 0.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_8a3276c62f3c9e45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91053859b13dd70c510af41961d51998ef5b766d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:10.560096+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11240.38, "started_at": "2026-05-04T07:02:59.302155+00:00", "ended_at": "2026-05-04T07:03:10.543592+00:00", "prompt_metrics": {"chars": 5842, "bytes_utf8": 5842, "lines": 182, "estimated_tokens": 1652}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21740, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:02:59.571315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:02.095033Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=persons, condition_col=persons.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..248d14d60068017946d9062f124488441cd86498 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-cde2-76a0-abef-40015082c0e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"persons\\\" and condition_col=\\\"persons\\\", using condition_value='2'. This measures the within-group proportion of rows where persons='2' for each persons group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6218c40a9cecf64eecd66b520d72e9916741b6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"persons\" and condition_col=\"persons\", using condition_value='2'. This measures the within-group proportion of rows where persons='2' for each persons group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..964ee1441c566a1f57eada537d060967205ea33f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:22.388282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:25.006673Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:33.917893Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c63b1fb1d7278aee128aba3f9b643e4174e738 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=persons, condition_col=persons. +Result preview: [{"persons": "2", "condition_rate": 1.0}, {"persons": "more", "condition_rate": 0.0}, {"persons": "4", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..21e08fe4e4bd3b5fec4ef498877ffc9bcdd7c808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8ce83b989d21481c +-- problem_id: v2p_c2_e8438083cf5dc328 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d2eced79d0f593c4fcee47a0cc6ea0579dfdd50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"persons\", \"condition_rate\"], \"rows\": [{\"persons\": \"2\", \"condition_rate\": 1.0}, {\"persons\": \"more\", \"condition_rate\": 0.0}, {\"persons\": \"4\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..809815fda35504a3dfb1f039442d27afa8585f43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:59:22.092661+00:00", + "ended_at": "2026-05-04T06:59:34.793737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_8ce83b989d21481c", + "problem_id": "v2p_c2_e8438083cf5dc328", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=persons, condition_col=persons.", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_8ce83b989d21481c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_8ce83b989d21481c", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12665.95, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_8ce83b989d21481c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e946c72ae519e8f6b7cf0e4e39189dee2e173e83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_8ce83b989d21481c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:34.774808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12665.95, "started_at": "2026-05-04T06:59:22.094252+00:00", "ended_at": "2026-05-04T06:59:34.759570+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21757, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T06:59:22.388282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:25.006673Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a7621fbba11e2558f41aaf1fbb86c59eedd0720 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-d0ad-7812-a527-306782e3109e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"persons\\\" and the provided predicate \\\"persons\\\" = '4'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..440d225813443865362506a5bcdd3b67a6acaa6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"persons\" and the provided predicate \"persons\" = '4'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c6a21228d83c3eff68f38edc8e99827988f6a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:45.173717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:47.602815Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:54.876506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b079b9b7ba6f1a2c7db74b0b2e57d12f0694e6e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons. +Result preview: [{"persons": "4", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..67e78aa9f0aeb166aa4e801f2866b247d68519a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_9011076b69b6ef63 +-- problem_id: v2p_c2_d26bc020e9a8d11c +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ce0ae1d7eda48a287a4f977563b39de8aee1064 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"4\", \"support\": 576}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a37c426de7fb509323615568f0fe471e6d65cbe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:03:44.951910+00:00", + "ended_at": "2026-05-04T07:03:55.684273+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9011076b69b6ef63", + "problem_id": "v2p_c2_d26bc020e9a8d11c", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_9011076b69b6ef63.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9011076b69b6ef63", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10698.45, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9011076b69b6ef63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10892630630fd5601c18875b0af83f84214d8a13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9011076b69b6ef63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:55.667458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10698.45, "started_at": "2026-05-04T07:03:44.954842+00:00", "ended_at": "2026-05-04T07:03:55.652885+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1652}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:03:45.173717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:47.602815Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d006e6e8b8c8cc6b242d491834eecc08e30ca0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-a9fb-73c2-aa74-0a2fa15ad6d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 18;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"safety\\\" on the single table \\\"c2\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a85c90f778f2c2f8c01ead956bc87a700c052d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 18;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"safety\" on the single table \"c2\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b042ee4cd2bf2412ec8194956cfd2d8b2042fe0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:36.118843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:38.433068Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:45.855707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09fbaf9c799211727d2b0dc194bfdfa59932c521 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b17672f6d112742dd4c2fe174f35ca3c47c7529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_91e7af3bd4915b71 +-- problem_id: v2p_c2_e9a6a8d42cf4686d +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffc497aa3d8965ad3901eebd5ec856dbdfe92910 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 18;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6bfffcb3a698e2493c919c3c9c1f82d86c42d56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:15:35.899944+00:00", + "ended_at": "2026-05-04T07:15:46.479150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_91e7af3bd4915b71", + "problem_id": "v2p_c2_e9a6a8d42cf4686d", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_91e7af3bd4915b71.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_91e7af3bd4915b71", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1719, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10527.73, + "sql_execution_elapsed_ms_total": 2.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_91e7af3bd4915b71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68880b7ee321e48e27a7be9b0b08f856bc23752b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:46.453458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10527.73, "started_at": "2026-05-04T07:15:35.901990+00:00", "ended_at": "2026-05-04T07:15:46.419358+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:15:36.118843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:38.433068Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4df048be42c8296eba49e5dc42853850bc31006 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-fd9f-7502-a2fa-fcddbe3dd13f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\", condition_value='high'. Since the grouping column and condition column are the same, the result shows a rate of 1 for the 'high' group and 0 for all other maint groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":6528,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d124aba5be31454fd99e58720793e4f42666923c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\", condition_value='high'. Since the grouping column and condition column are the same, the result shows a rate of 1 for the 'high' group and 0 for all other maint groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dbb32eac74d838d7c846ae937f16d33c601466d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:28.954100Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:31.279910Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:42.262411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6acec57b7b23c03ec6e642de9c63f2808c31f3d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "high", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e125b8a8d61578d6f8951f6d9d234a2c8314807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9462753049a341ed +-- problem_id: v2p_c2_9b5c3e0727108e22 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4902ace4a251c674bc2047cfedcc675b4accde88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"high\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c089104fc6ddb4f420fb7993111ef3669686c38a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:58:28.704148+00:00", + "ended_at": "2026-05-04T06:58:42.805696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9462753049a341ed", + "problem_id": "v2p_c2_9b5c3e0727108e22", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_9462753049a341ed.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9462753049a341ed", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 6528, + "output_tokens": 140, + "total_tokens": 21897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14068.95, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9462753049a341ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afc9d3dc81c0760e5c7f90b420d5dc069730534b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9462753049a341ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:42.794982+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14068.95, "started_at": "2026-05-04T06:58:28.704148+00:00", "ended_at": "2026-05-04T06:58:42.775174+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21757, "cached_input_tokens": 6528, "output_tokens": 140}, "stderr_preview": "2026-05-04T06:58:28.954100Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:31.279910Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cc9ef9afea34dae1d529d46fb061cc036043c4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-d310-7983-992a-4b210e4c3d72"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":20864,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a57f18d6dd70728e147a0f750f69ca48bbc6d342 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"doors\", target_col=\"class\", target_value='acc', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..834f283e033430463fbd0124318ae069c6241194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:30.167344Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:32.487659Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:40.062298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d67c4dc9ab1b9f7012148ca41d2e06268d424ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "4", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "5more", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "3", "support": 432, "focus_rate": 0.22916666666666666}, {"doors": "2", "support": 432, "focus_rate": 0.1875}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe9f48249185d6165cb5642cf1595d8676dc2f5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_967228c243b07e3f +-- problem_id: v2p_c2_da05f300e5452f4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..010cb89c821fbf0b0c6d24402cff367603ac7cd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.1875}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..629231ee03319f6f16d80168a3fbadcf56fb79fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:12:29.822041+00:00", + "ended_at": "2026-05-04T07:12:40.792933+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_967228c243b07e3f", + "problem_id": "v2p_c2_da05f300e5452f4e", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_967228c243b07e3f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_967228c243b07e3f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 155, + "total_tokens": 21963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 139, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10942.66, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_967228c243b07e3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b112f92556f7f7c235abe9dc776380a1dd79005c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:40.783036+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10942.66, "started_at": "2026-05-04T07:12:29.823857+00:00", "ended_at": "2026-05-04T07:12:40.766894+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 21808, "cached_input_tokens": 20864, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:12:30.167344Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:32.487659Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d2c448a75e7d6acbea91b8ae42a23d0409e528a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_967228c243b07e3f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_967228c243b07e3f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 155, + "total_tokens": 21963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 139, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10942.66, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_967228c243b07e3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f46fb63f488e1d8c67ccda8d4570159cdf0b6a3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1685}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21773, "cached_input_tokens": 21376, "output_tokens": 181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b1586c6dcfe2f8d5edc3da8b82afca14af18cf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_977aba42af3e5791", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 181, + "total_tokens": 21954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1788, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12967.8, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_977aba42af3e5791\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2efac92f3d62099109aae0e61183c568f40d79bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:22:35.069596+00:00", + "ended_at": "2026-05-04T07:22:48.036103+00:00", + "elapsed_ms": 12967.8, + "prompt_metrics": { + "chars": 5983, + "bytes_utf8": 5983, + "lines": 184, + "estimated_tokens": 1685 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efba7e4ae9010f2530eee5e015505561d1c24bce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "entity_col": "class", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b04b1adba930d28026f7d17765aa7e403e037e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-0f48-7c22-a4d7-d3c72cffd063"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Filtered Top-k Distinct Coverage template with group_col=\\\"class\\\", entity_col=\\\"class\\\", and predicate class = 'vgood' using SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":21376,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..917527919e626501533a46459a55589ebd66792b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the provided Filtered Top-k Distinct Coverage template with group_col=\"class\", entity_col=\"class\", and predicate class = 'vgood' using SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba7e4d04d031b6f9055c70779027d3b8205fa69b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:35.275763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:37.655585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:47.166931Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8c58aec233b3deb070c16455f2b15d4ffd63660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c0c9ddea5491aaeb6c8908ac6bf2eeaf56b6b12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_977aba42af3e5791 +-- problem_id: v2p_c2_d08e6fb94832f1d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72286e8ca05e9828b5373eb6f49fe918e27fd0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"vgood\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d12be7d8c2aa512ebb5f33698c18052e68eb1cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:22:35.068526+00:00", + "ended_at": "2026-05-04T07:22:48.065816+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_977aba42af3e5791", + "problem_id": "v2p_c2_d08e6fb94832f1d3", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "entity_col": "class", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_977aba42af3e5791.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_977aba42af3e5791", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 181, + "total_tokens": 21954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1788, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12967.8, + "sql_execution_elapsed_ms_total": 0.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_977aba42af3e5791\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8708e1016b96b4628e84189723e8dc82db6d90c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_977aba42af3e5791/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:48.057013+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12967.8, "started_at": "2026-05-04T07:22:35.069596+00:00", "ended_at": "2026-05-04T07:22:48.036103+00:00", "prompt_metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21773, "cached_input_tokens": 21376, "output_tokens": 181}, "stderr_preview": "2026-05-04T07:22:35.275763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:37.655585Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ff2a810853de12da8b75eb883955ca3a4271e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-2d6e-74f2-917a-8ac9aaea500b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32cc0d6cfaaeff8135493b3e5b74527ecfc06114 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Uses the required Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='unacc', min_support=5, and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..298c56bdbdc3ba84e63ac1c1057001f2afd6e0ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:47.666395Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:50.053633Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:59.910334Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76c8dada86227e3aeaff9fce4be03b22d4bab7df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"maint": "high", "support": 432, "focus_rate": 0.7268518518518519}, {"maint": "low", "support": 432, "focus_rate": 0.6203703703703703}, {"maint": "med", "support": 432, "focus_rate": 0.6203703703703703}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a1e3859c415fe1d6e1a4a0e93f38d33ce634202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_982649f80d030050 +-- problem_id: v2p_c2_5be43e4e86314a1f +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42604f59880b83fafebe0afefdd6633320f80222 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.7268518518518519}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84d55d1feb2bfd517494c9417ddba454d3d61a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:11:47.403503+00:00", + "ended_at": "2026-05-04T07:12:00.848199+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_982649f80d030050", + "problem_id": "v2p_c2_5be43e4e86314a1f", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_982649f80d030050.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_982649f80d030050", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1865, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13415.25, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_982649f80d030050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..064f9a2ec8d8081c5fdae6c32b75df792789de19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:00.838460+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13415.25, "started_at": "2026-05-04T07:11:47.405763+00:00", "ended_at": "2026-05-04T07:12:00.820316+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 513, "bytes_utf8": 513, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:11:47.666395Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:50.053633Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf6f4f4b5bc46acd1de8b2ae527e36dc677abb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_982649f80d030050/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_982649f80d030050", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1865, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13415.25, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_982649f80d030050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55dcb3fa089308bc684adf066248ffe5733b84af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5b74d77399a9f3da1c691d6d6ec18bf5f272ddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9849a10ac6be5251", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 21929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11507.62, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9849a10ac6be5251\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4133f3b3e6e155357b2c06f6b65a0401e33ee8d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:58:01.274550+00:00", + "ended_at": "2026-05-04T06:58:12.782260+00:00", + "elapsed_ms": 11507.62, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 183, + "estimated_tokens": 1707 + }, + "stdout_metrics": { + "chars": 774, + "bytes_utf8": 774, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73369b581b333bdead28c4f5388d455e1b30e662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdd0349ff2c728d0d91909957464314c6f435647 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-925f-75d1-bf91-62521b65589c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"doors\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='acc'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..613b6c17f6f1c0270603f216aa2482b2a469c9eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Applied the planned template with group_col=\"doors\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='acc'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9649854659b793564623a277f4226694675412ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:01.528226Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:03.852679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:11.653419Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfaa876470d327a3f1eebbf07ff62412f695348 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class. +Result preview: [{"doors": "2", "lug_boot": "big", "target_rate": 0.25}, {"doors": "3", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "med", "target_rate": 0.25}, {"doors": "5more", "lug_boot": "big", "target_rate": 0.25}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a546783a623326e5956e5d45f79d8026f74871c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9849a10ac6be5251 +-- problem_id: v2p_c2_85ff1f88ec73a33f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de2c5fe998ca94abaffc6daabb2f9bfa52776969 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"target_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"5more\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"2\", \"lug_boot\": \"small\", \"target_rate\": 0.10416666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36e05625872071a6c8d94243cac83188854a6da1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:58:01.271278+00:00", + "ended_at": "2026-05-04T06:58:12.821463+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9849a10ac6be5251", + "problem_id": "v2p_c2_85ff1f88ec73a33f", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_9849a10ac6be5251.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9849a10ac6be5251", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 21929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11507.62, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9849a10ac6be5251\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..159bf2e75873a1036279c66f40bfb8007feaf5e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9849a10ac6be5251/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:12.803614+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11507.62, "started_at": "2026-05-04T06:58:01.274550+00:00", "ended_at": "2026-05-04T06:58:12.782260+00:00", "prompt_metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 132}, "stderr_preview": "2026-05-04T06:58:01.528226Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:03.852679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b57ec5ded58bf91c37362a3ec65867ff96c261a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-bf4d-7100-90c9-896352ad9e9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=maint, group_col_2=persons, target_col=class, target_value='unacc'. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0245849beb613d6f477ee5f198f55a432b812a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=maint, group_col_2=persons, target_col=class, target_value='unacc'. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7275b0863da9c49b615656dfaf4aca42d4da4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:01.929370Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:04.400452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:15.197729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..544de55aca4d0f102d521a4dd178fe6d8ecfdb9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=persons, target_col=class. +Result preview: [{"maint": "high", "persons": "2", "target_rate": 1.0}, {"maint": "low", "persons": "2", "target_rate": 1.0}, {"maint": "med", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "4", "target_rate": 0.75}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fc81d7fb7a36204f08f5c035fdcdb046e2222d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9a6e620698bb3792 +-- problem_id: v2p_c2_6d5341a1b96393c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a111f525e1a30f5352201cf04a7041bc094d7c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"persons\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"target_rate\": 0.75}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"target_rate\": 0.75}, {\"maint\": \"high\", \"persons\": \"more\", \"target_rate\": 0.5972222222222222}, {\"maint\": \"high\", \"persons\": \"4\", \"target_rate\": 0.5833333333333334}, {\"maint\": \"low\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"med\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"low\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}, {\"maint\": \"med\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..314254c828b0a6ca5f45b92d24841fbe9836ab56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:56:01.698311+00:00", + "ended_at": "2026-05-04T06:56:15.884150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9a6e620698bb3792", + "problem_id": "v2p_c2_6d5341a1b96393c3", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_9a6e620698bb3792.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9a6e620698bb3792", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 21925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14156.14, + "sql_execution_elapsed_ms_total": 1.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9a6e620698bb3792\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..174cddb624602b89e7ced7cc01e45a97e44a37f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9a6e620698bb3792/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:15.875314+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14156.14, "started_at": "2026-05-04T06:56:01.698311+00:00", "ended_at": "2026-05-04T06:56:15.859629+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:56:01.929370Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:04.400452Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85737c00c160df8bd4b30c25642ff637c7cc6923 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-63a1-7993-a202-e3c2fd74de1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=5, and top_k=10. Since grouping and target are the same column, focus_rate is 1 for the 'good' group and 0 for all other class groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":21376,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffaca42d9f87ccb74e5af7eed585b85026f6dc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='good', min_support=5, and top_k=10. Since grouping and target are the same column, focus_rate is 1 for the 'good' group and 0 for all other class groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69f86603610daeb8aad1370c61a901e16e129d29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:55.991941Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:58.313113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:08.583119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4af7f4e49d0b078a32f6bdced7945744f308c1c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "good", "support": 69, "focus_rate": 1.0}, {"class": "vgood", "support": 65, "focus_rate": 0.0}, {"class": "acc", "support": 384, "focus_rate": 0.0}, {"class": "unacc", "support": 1210, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9438a927c07a1e25d9170c634a727d4b1e818989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_9bf4b624896de03e +-- problem_id: v2p_c2_1a1ff7fcb08d7fac +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59e9e570313489fcc2b4ad5b93c491543a09a5cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"good\", \"support\": 69, \"focus_rate\": 1.0}, {\"class\": \"vgood\", \"support\": 65, \"focus_rate\": 0.0}, {\"class\": \"acc\", \"support\": 384, \"focus_rate\": 0.0}, {\"class\": \"unacc\", \"support\": 1210, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c389a8338890e550b2d90cb6eecbd2b50976f716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:10:55.782449+00:00", + "ended_at": "2026-05-04T07:11:09.471681+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9bf4b624896de03e", + "problem_id": "v2p_c2_1a1ff7fcb08d7fac", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_9bf4b624896de03e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9bf4b624896de03e", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 174, + "total_tokens": 21982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 158, + "estimated_total_tokens": 1878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13648.75, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9bf4b624896de03e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..649577b90fc150be2bf2a08a44a1efcc0966d17e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:09.449646+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13648.75, "started_at": "2026-05-04T07:10:55.784283+00:00", "ended_at": "2026-05-04T07:11:09.433361+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 21808, "cached_input_tokens": 21376, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:10:55.991941Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:58.313113Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=5, and top_k=10. Since grouping and target are the same column, focus_rate is 1 for the 'good' group and 0 for all other class groups.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bededebb20bff5e821010211dd5aa7007d6a22e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9bf4b624896de03e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9bf4b624896de03e", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 174, + "total_tokens": 21982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 158, + "estimated_total_tokens": 1878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13648.75, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9bf4b624896de03e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f181ffdb3a8a92910f5eeafcfea8c6f0b6ee7e08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1668}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21758, "cached_input_tokens": 20864, "output_tokens": 147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79e1ba344d6766c4d724c2661c0324f9d20315ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9e95c1835c541a6e", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11931.44, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9e95c1835c541a6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2edcc7c8f5c97cfbf680827a4e0456fd2387def --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:00:22.715152+00:00", + "ended_at": "2026-05-04T07:00:34.646467+00:00", + "elapsed_ms": 11931.44, + "prompt_metrics": { + "chars": 5912, + "bytes_utf8": 5912, + "lines": 183, + "estimated_tokens": 1668 + }, + "stdout_metrics": { + "chars": 842, + "bytes_utf8": 842, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 22103, + "bytes_utf8": 22103, + "lines": 30, + "estimated_tokens": 12495 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7baf863630197c0b77fa782d1068ea3793de9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7540697faf0c023abf7cdc55874d999c0d307146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-bae0-7880-ba0f-c5fb8e003a57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"safety\\\" and condition_col=\\\"safety\\\" as bound. Because the grouping column and condition column are the same, the result measures whether each safety group equals 'low', yielding 1 for the 'low' group and 0 for the others.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21758,"cached_input_tokens":20864,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b836dca8fde26d8b9759d2ea2b05779d71557130 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"safety\" and condition_col=\"safety\" as bound. Because the grouping column and condition column are the same, the result measures whether each safety group equals 'low', yielding 1 for the 'low' group and 0 for the others."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c21ff8c275b4629657f45d13f2751a743afcc40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:00:22.951504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:25.382740Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
+2026-05-04T07:00:33.847790Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b54a3568a9db88dea67e9cd4f489f97a46ca14ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "low", "condition_rate": 1.0}, {"safety": "med", "condition_rate": 0.0}, {"safety": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2b181a563fd6ec536c757d3349f2dce061aeb33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9e95c1835c541a6e +-- problem_id: v2p_c2_86ddcaedea1280ca +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57fc137947209ff957fe6eca8c7bc538a7528211 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"safety\", \"condition_rate\"], \"rows\": [{\"safety\": \"low\", \"condition_rate\": 1.0}, {\"safety\": \"med\", \"condition_rate\": 0.0}, {\"safety\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0758e23f96b37e46c45b1f88bd2d62379b7eff9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:00:22.712561+00:00", + "ended_at": "2026-05-04T07:00:34.677480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9e95c1835c541a6e", + "problem_id": "v2p_c2_86ddcaedea1280ca", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_9e95c1835c541a6e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9e95c1835c541a6e", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11931.44, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_9e95c1835c541a6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..592b2067bc8bf3fdce6078f569745e875e302e3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:34.668341+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11931.44, "started_at": "2026-05-04T07:00:22.715152+00:00", "ended_at": "2026-05-04T07:00:34.646467+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1668}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21758, "cached_input_tokens": 20864, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:00:22.951504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:25.382740Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment.... +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=doors.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44fd7009021e029189aeb001bfa9bfa00a497344 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-7006-7101-af35-4c81a77171f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 10;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"doors\\\" and top_k=10 using only the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcf3e1992567b82f0efe960201e926c728d06dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 10;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"doors\" and top_k=10 using only the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b99454831d754050e429c42d667cbde1b51d6dd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:15.781911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:18.662586Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:26.757202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3455196d635db8c346bb1e1a0dd2798d338eead --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=doors. +Result preview: [{"doors": "2", "support": 432}, {"doors": "3", "support": 432}, {"doors": "4", "support": 432}, {"doors": "5more", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b0e46f2fd0c2e2f7ea009af18b2ac0cc2cd4e94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a059679b8170812e +-- problem_id: v2p_c2_dc464c4d4933ba49 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..734743ae6947c504ff7d129f0130326538d10914 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 10;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"2\", \"support\": 432}, {\"doors\": \"3\", \"support\": 432}, {\"doors\": \"4\", \"support\": 432}, {\"doors\": \"5more\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d6e53ca44e088cfb1ec35eb25526305af25aad7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:14:15.499010+00:00", + "ended_at": "2026-05-04T07:14:28.139787+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a059679b8170812e", + "problem_id": "v2p_c2_dc464c4d4933ba49", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a059679b8170812e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a059679b8170812e", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 21811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1707, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12607.39, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a059679b8170812e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdf8f759a4650149ec3bfa6cd17a5c1695623b8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a059679b8170812e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:28.124381+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12607.39, "started_at": "2026-05-04T07:14:15.500651+00:00", "ended_at": "2026-05-04T07:14:28.108569+00:00", "prompt_metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:14:15.781911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:18.662586Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, condition_col=buying.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..016b37ac2e08736134bd320bd38497aa7001a6d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-4522-7ee0-af5a-c969f4a0f414"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template exactly as bound: group_col=\\\"buying\\\", condition_col=\\\"buying\\\", condition_value='high'. Since the grouping column and condition column are the same, the result is a self-referential within-group proportion: the \\\"high\\\" group will have rate 1.0 and all other buying groups 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21761,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e1fe00fb3ba6dc32e816f17bdd09b749649ea17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;","notes":"Used the planned Grouped Condition Rate template exactly as bound: group_col=\"buying\", condition_col=\"buying\", condition_value='high'. Since the grouping column and condition column are the same, the result is a self-referential within-group proportion: the \"high\" group will have rate 1.0 and all other buying groups 0.0."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bdd1861046fc35df794454138113600a7df1f54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:58.479843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:01.011233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:10.560750Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e901406fd935f8744c31e8c4620d052b9e2365e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, condition_col=buying. +Result preview: [{"buying": "high", "condition_rate": 1.0}, {"buying": "vhigh", "condition_rate": 0.0}, {"buying": "med", "condition_rate": 0.0}, {"buying": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3e570153a5223c86c8b7a11e97b3a8900e9306f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_a19ecc7ee2f25ff5 +-- problem_id: v2p_c2_ebdbf981a04611cc +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bd9c392705aee5e338d8fc70f4789f26151222b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"buying\", \"condition_rate\"], \"rows\": [{\"buying\": \"high\", \"condition_rate\": 1.0}, {\"buying\": \"vhigh\", \"condition_rate\": 0.0}, {\"buying\": \"med\", \"condition_rate\": 0.0}, {\"buying\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..325f3c40569ccde14700f54491affb3236f9e36f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:00:58.123535+00:00", + "ended_at": "2026-05-04T07:01:11.500819+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a19ecc7ee2f25ff5", + "problem_id": "v2p_c2_ebdbf981a04611cc", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, condition_col=buying.", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a19ecc7ee2f25ff5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a19ecc7ee2f25ff5", + "api_calls": 0, + "input_tokens": 21761, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 21919, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1671, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1813, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13346.75, + "sql_execution_elapsed_ms_total": 1.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a19ecc7ee2f25ff5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de1e05fc4603938405e37d812cfc87b4116c86fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:11.491828+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13346.75, "started_at": "2026-05-04T07:00:58.125423+00:00", "ended_at": "2026-05-04T07:01:11.471049+00:00", "prompt_metrics": {"chars": 5916, "bytes_utf8": 5916, "lines": 183, "estimated_tokens": 1671}, "response_metrics": {"chars": 556, "bytes_utf8": 556, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21761, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:00:58.479843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:01.011233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons, group_col_2=lug_boot.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "persons", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c82fa528c6be4524746bab48c384a6021ad90bef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-ef4b-7542-afcd-c6da8096cac8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"persons\\\", \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\", \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"persons\\\" and group_col_2=\\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21737,"cached_input_tokens":19840,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3986ac126104be8c30d284d0384cafb4a9fa72a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"persons\", \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\", \"lug_boot\"\nORDER BY support DESC\nLIMIT 13;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"persons\" and group_col_2=\"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b416f51667fa2b37ec658d2711943042d21eb0b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:15.166428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:17.436685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:26.849606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dc9725060b4bbb8199e8f6c99aefdf2b0edd940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons, group_col_2=lug_boot. +Result preview: [{"persons": "2", "lug_boot": "big", "support": 192}, {"persons": "2", "lug_boot": "med", "support": 192}, {"persons": "2", "lug_boot": "small", "support": 192}, {"persons": "4", "lug_boot": "big", "support": 192}, {"persons": "4", "lug_boot": "med", "support": 192}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4675c3258fb42d6efb9470aae37ba55b901dfafa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a1f0f4f9f4131678 +-- problem_id: v2p_c2_a6f11d510c224965 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", "lug_boot", COUNT(*) AS support +FROM "c2" +GROUP BY "persons", "lug_boot" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ff2a7fba51403ea0eee65e15cc159ef6f54fdbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"persons\", \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\", \"lug_boot\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"persons\\\", \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\", \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"persons\", \"lug_boot\", \"support\"], \"rows\": [{\"persons\": \"2\", \"lug_boot\": \"big\", \"support\": 192}, {\"persons\": \"2\", \"lug_boot\": \"med\", \"support\": 192}, {\"persons\": \"2\", \"lug_boot\": \"small\", \"support\": 192}, {\"persons\": \"4\", \"lug_boot\": \"big\", \"support\": 192}, {\"persons\": \"4\", \"lug_boot\": \"med\", \"support\": 192}, {\"persons\": \"4\", \"lug_boot\": \"small\", \"support\": 192}, {\"persons\": \"more\", \"lug_boot\": \"big\", \"support\": 192}, {\"persons\": \"more\", \"lug_boot\": \"med\", \"support\": 192}, {\"persons\": \"more\", \"lug_boot\": \"small\", \"support\": 192}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a4a5341dae551d882877e6d0bf5eb232d28ddb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:08:14.896132+00:00", + "ended_at": "2026-05-04T07:08:27.702101+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a1f0f4f9f4131678", + "problem_id": "v2p_c2_a6f11d510c224965", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons, group_col_2=lug_boot.", + "bindings": { + "group_col": "persons", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a1f0f4f9f4131678.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a1f0f4f9f4131678", + "api_calls": 0, + "input_tokens": 21737, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12768.92, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a1f0f4f9f4131678\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a8d49058edcc3db6a38f91ad1ca76488e01b52b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:27.685785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12768.92, "started_at": "2026-05-04T07:08:14.896132+00:00", "ended_at": "2026-05-04T07:08:27.666896+00:00", "prompt_metrics": {"chars": 5768, "bytes_utf8": 5768, "lines": 180, "estimated_tokens": 1649}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21737, "cached_input_tokens": 19840, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:08:15.166428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:17.436685Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dd4cdee1acf6d4956816ddd2e76e9b21c92c9d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-8eed-7e12-9721-14de85a3c7c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col bound to \\\"class\\\" and predicate \\\"persons\\\" = '4' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f93f061f8d7d9ea4e3834ce558e921d8f932a58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the provided Filtered Top-k Group Count template with group_col bound to \"class\" and predicate \"persons\" = '4' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4552864ccb29db10967a9fe7fdbd5f29c1297bba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:22.767208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:25.219412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:33.911149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb396ef33cf0e42b02c54a5ceb203d444ab9dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "unacc", "support": 312}, {"class": "acc", "support": 198}, {"class": "good", "support": 36}, {"class": "vgood", "support": 30}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..66810dbdcafd62eb93b7d5b2cc17f39567d8a2c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a1f1e8b3ac7f19f8 +-- problem_id: v2p_c2_df933ba50422ebb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de1727b8edddb310c8f4ca857c834346e45cc6ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"unacc\", \"support\": 312}, {\"class\": \"acc\", \"support\": 198}, {\"class\": \"good\", \"support\": 36}, {\"class\": \"vgood\", \"support\": 30}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed81465dc56fb9aa82ba67d82e2eb5ad7c43fdb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:02:22.538647+00:00", + "ended_at": "2026-05-04T07:02:34.735472+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a1f1e8b3ac7f19f8", + "problem_id": "v2p_c2_df933ba50422ebb7", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a1f1e8b3ac7f19f8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a1f1e8b3ac7f19f8", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1654, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12153.82, + "sql_execution_elapsed_ms_total": 1.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a1f1e8b3ac7f19f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34c165ef99960ec5f73f29635a6c5eee05cc3a3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:34.714173+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12153.82, "started_at": "2026-05-04T07:02:22.540767+00:00", "ended_at": "2026-05-04T07:02:34.694798+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1654}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:02:22.767208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:25.219412Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..feb2c0484bcc90724d9de7db727aab35f3b66344 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-33d1-7b12-a58a-45169c6ccac6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with bindings group_col=\\\"buying\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='good'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":2432,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d7c267122a90561ecbac21c0380f35fcf48afb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with bindings group_col=\"buying\", group_col_2=\"class\", target_col=\"class\", and target_value='good'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..088cb14fef1354c0724fd91eb994c11f1e3e910c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:26.231549Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:28.723730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:36.804784Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..faf9ae9e07cad024feea7b17696ba249413ea2f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=class, target_col=class. +Result preview: [{"buying": "low", "class": "good", "target_rate": 1.0}, {"buying": "med", "class": "good", "target_rate": 1.0}, {"buying": "high", "class": "acc", "target_rate": 0.0}, {"buying": "high", "class": "unacc", "target_rate": 0.0}, {"buying": "low", "class": "acc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d1649621fe152d2ebe3799df195b0f126b4d043 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_a245b5db2d08531f +-- problem_id: v2p_c2_dd6b082812822845 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..982073ed155bc37855330196942425db6971e58c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"class\", \"target_rate\"], \"rows\": [{\"buying\": \"low\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"med\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62345b912868784e7de7ea367fd76ac22b225bec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:55:26.011856+00:00", + "ended_at": "2026-05-04T06:55:37.692825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a245b5db2d08531f", + "problem_id": "v2p_c2_dd6b082812822845", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a245b5db2d08531f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a245b5db2d08531f", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 2432, + "output_tokens": 139, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11645.39, + "sql_execution_elapsed_ms_total": 3.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a245b5db2d08531f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1179e879d5f84f1845f45ed63c9dc4f587ad5d0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a245b5db2d08531f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:37.676854+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11645.39, "started_at": "2026-05-04T06:55:26.013592+00:00", "ended_at": "2026-05-04T06:55:37.659133+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21797, "cached_input_tokens": 2432, "output_tokens": 139}, "stderr_preview": "2026-05-04T06:55:26.231549Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:28.723730Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "persons", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b96b617f94191897051484f63f715753f6ef070 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-3f1d-70d0-901a-b530376e4236"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided template and bindings exactly. Because group_col and entity_col are both \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") within each \\\"persons\\\" group will be 1 for every non-empty group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":19840,"output_tokens":216}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41e954b8cb4dffbf9f2e8cf6ef902da828f93dc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the provided template and bindings exactly. Because group_col and entity_col are both \"persons\", COUNT(DISTINCT \"persons\") within each \"persons\" group will be 1 for every non-empty group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dfe201c386712fbc80c138de73e96c6fb98c0d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:42.079907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:44.451808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:54.386006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daadc371d3b7f2a473337e217d8565273a14aa53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "distinct_entities": 1}, {"persons": "4", "distinct_entities": 1}, {"persons": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1501d802ee7625d7906668ae69c5ae5354f0cd7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_a40501ef17585b2b +-- problem_id: v2p_c2_24892657c04f13af +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d49c9db1f7fa13177eafa22a6ba22791b30de8bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"more\", \"distinct_entities\": 1}, {\"persons\": \"4\", \"distinct_entities\": 1}, {\"persons\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15542df3b66e32a0ea8258daf7c133a4f59bd0d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:21:41.763333+00:00", + "ended_at": "2026-05-04T07:21:55.282428+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a40501ef17585b2b", + "problem_id": "v2p_c2_24892657c04f13af", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "persons", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a40501ef17585b2b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a40501ef17585b2b", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 21989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13475.32, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a40501ef17585b2b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4739ebe902599cb6278d9ed94eec882462e37b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a40501ef17585b2b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:55.268132+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13475.32, "started_at": "2026-05-04T07:21:41.766090+00:00", "ended_at": "2026-05-04T07:21:55.240903+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21773, "cached_input_tokens": 19840, "output_tokens": 216}, "stderr_preview": "2026-05-04T07:21:42.079907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:44.451808Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=safety, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4adea80a9272990ade39822eedb107eb71d0c46c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-0a4f-7ad3-bf44-5ed257c13d04"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"safety\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=14 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":21376,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..896164d57d755e10b089d76e1b5238e732a0a00d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"safety\", target_col=\"class\", target_value='acc', min_support=5, and top_k=14 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6adcf972a5337addda183037abe13a747b3dc89e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:33.113111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:35.653107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:43.665916Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2777a56a7dee31385053e4feee4d114cd9dac73c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=safety, target_col=class. +Result preview: [{"safety": "high", "support": 576, "focus_rate": 0.3541666666666667}, {"safety": "med", "support": 576, "focus_rate": 0.3125}, {"safety": "low", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5519d6a22ad3305f5bdd760395610e0129cae877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_a732c3e246ab4467 +-- problem_id: v2p_c2_16ab676027476887 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30c8539103411aed7aae5ea20e9c271684f4e5df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"safety\", \"support\", \"focus_rate\"], \"rows\": [{\"safety\": \"high\", \"support\": 576, \"focus_rate\": 0.3541666666666667}, {\"safety\": \"med\", \"support\": 576, \"focus_rate\": 0.3125}, {\"safety\": \"low\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f861e8cbe71a3131e37fd93de27c69192f94cab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:10:32.866583+00:00", + "ended_at": "2026-05-04T07:10:44.391644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a732c3e246ab4467", + "problem_id": "v2p_c2_16ab676027476887", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=safety, target_col=class.", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a732c3e246ab4467.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a732c3e246ab4467", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 21376, + "output_tokens": 159, + "total_tokens": 21968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11485.47, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a732c3e246ab4467\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56530693f9b04b64cdc2a6423a55eb193cd04740 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:44.374891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11485.47, "started_at": "2026-05-04T07:10:32.866583+00:00", "ended_at": "2026-05-04T07:10:44.357119+00:00", "prompt_metrics": {"chars": 5993, "bytes_utf8": 5993, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 21809, "cached_input_tokens": 21376, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:10:33.113111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:35.653107Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"safety\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=14 using SQLite-compatible syntax and double-quoted identifiers.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..73ae01a96498d3276506d4b8e5d11b954f41ddc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a732c3e246ab4467/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a732c3e246ab4467", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 21376, + "output_tokens": 159, + "total_tokens": 21968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11485.47, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a732c3e246ab4467\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9283304e39fc8046a411638c3376c0de04d6f84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5763, "bytes_utf8": 5763, "lines": 180, "estimated_tokens": 1649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21737, "cached_input_tokens": 20864, "output_tokens": 109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..999930c07f63395c440ba00e91d471291fe38464 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a7d74bcf6efa0ebe", + "api_calls": 0, + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11667.38, + "sql_execution_elapsed_ms_total": 1.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a7d74bcf6efa0ebe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8ef59772a7e4e8ee6da37966fda2d0678bc91f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:40.148971+00:00", + "ended_at": "2026-05-04T07:07:51.815322+00:00", + "elapsed_ms": 11667.38, + "prompt_metrics": { + "chars": 5763, + "bytes_utf8": 5763, + "lines": 180, + "estimated_tokens": 1649 + }, + "stdout_metrics": { + "chars": 681, + "bytes_utf8": 681, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 348, + "bytes_utf8": 348, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2bc3250cc7cb2e95b8c32e661a0572f7dce79dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=lug_boot.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b3be744b06c87c9ec5dfb7f40f877d47f47e7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-67b1-7ec1-9fc9-8a6dded76f99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col=\\\"doors\\\" and group_col_2=\\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21737,"cached_input_tokens":20864,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..369228272796bf0bcc15df33d0365ead481e887e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY support DESC\nLIMIT 10;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col=\"doors\" and group_col_2=\"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a654e33846de591446593cc830c78040c812f7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:40.444699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:42.766229Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:51.096729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe19f1bb4b3609ecf08a0ef84fce42cfa313bd21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=lug_boot. +Result preview: [{"doors": "2", "lug_boot": "big", "support": 144}, {"doors": "2", "lug_boot": "med", "support": 144}, {"doors": "2", "lug_boot": "small", "support": 144}, {"doors": "3", "lug_boot": "big", "support": 144}, {"doors": "3", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..77b2954bedca74e0b40e3a2a0f18062e2ee1d53d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a7d74bcf6efa0ebe +-- problem_id: v2p_c2_1c555d10805ca553 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81a53bafd2074c8461403e518bab5bf96d12a641 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"doors\", \"lug_boot\", \"support\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"big\", \"support\": 144}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"support\": 144}, {\"doors\": \"2\", \"lug_boot\": \"small\", \"support\": 144}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"support\": 144}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"support\": 144}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"support\": 144}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"support\": 144}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"support\": 144}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"support\": 144}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"support\": 144}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9542846ccb048c0fac494fe7566525df18b3ff68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:07:40.146262+00:00", + "ended_at": "2026-05-04T07:07:51.849747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a7d74bcf6efa0ebe", + "problem_id": "v2p_c2_1c555d10805ca553", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=lug_boot.", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a7d74bcf6efa0ebe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a7d74bcf6efa0ebe", + "api_calls": 0, + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11667.38, + "sql_execution_elapsed_ms_total": 1.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a7d74bcf6efa0ebe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c689f38c14cb7be265070911541acd3ffd5e66e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:51.833500+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11667.38, "started_at": "2026-05-04T07:07:40.148971+00:00", "ended_at": "2026-05-04T07:07:51.815322+00:00", "prompt_metrics": {"chars": 5763, "bytes_utf8": 5763, "lines": 180, "estimated_tokens": 1649}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21737, "cached_input_tokens": 20864, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:07:40.444699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:42.766229Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f276faec2f116de06b33d3e0ac0aeda54d97850f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-7590-7730-88ca-33af91ad1b2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"doors\\\" and the bound predicate \\\"doors\\\" = '5more'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba95d0fd57adf22d7864576068872ab2c34fb1c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"doors\" and the bound predicate \"doors\" = '5more'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f45b62114cfdb286a07b216c625b6fa1c4fb1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:21.900200Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:24.358767Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:31.140439Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f58c0437dafb0231cbeaf5a482c9355afe67af0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=doors. +Result preview: [{"doors": "5more", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59b27de713103a16d111f011814cab4f5245d356 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a7ee21a1b4d72deb +-- problem_id: v2p_c2_72104c392a410167 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ca54e9dd39bfb6a247d01447b90e9806666aed6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"5more\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bbade0151a3d935ac6b6e4501cfc471291b567f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:03:21.599552+00:00", + "ended_at": "2026-05-04T07:03:32.230740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a7ee21a1b4d72deb", + "problem_id": "v2p_c2_72104c392a410167", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a7ee21a1b4d72deb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a7ee21a1b4d72deb", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10605.11, + "sql_execution_elapsed_ms_total": 0.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a7ee21a1b4d72deb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29e5c2de07b5cc29c4471ecd8fb9bc494335af0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:32.222588+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10605.11, "started_at": "2026-05-04T07:03:21.601297+00:00", "ended_at": "2026-05-04T07:03:32.206480+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21743, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:03:21.900200Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:24.358767Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bf6cd9ff00dc11e47c1d501ae4bd430e20021b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-627f-74b3-845a-86378385f11b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with bound roles group_col=\\\"class\\\" and predicate_col=\\\"class\\\", using the provided predicate value 'unacc' and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21741,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a12dfa24c7b8e71b14a97ffb54958698415cb15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the required Filtered Top-k Group Count template with bound roles group_col=\"class\" and predicate_col=\"class\", using the provided predicate value 'unacc' and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38bbbe039ffd7859dd64efca3e4b41f573e21482 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:11.432458Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:13.742609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:21.180789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b1c16487c54b16055f2d3e0d71989d04a684891 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "unacc", "support": 1210}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d0dfaf484680fe0b9062a8ec0d7edcb3895fc6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a89385100b989726 +-- problem_id: v2p_c2_294e7344adb32992 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4847b8c65c27f36fc585d46a1720f8bbe58cd51a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"unacc\", \"support\": 1210}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2566eedb8bfe930b8eed82a5ff9cdfad1849968c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:02:11.151718+00:00", + "ended_at": "2026-05-04T07:02:22.536976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a89385100b989726", + "problem_id": "v2p_c2_294e7344adb32992", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a89385100b989726.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a89385100b989726", + "api_calls": 0, + "input_tokens": 21741, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1653, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11355.19, + "sql_execution_elapsed_ms_total": 0.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a89385100b989726\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db16a0d45a1d12c4f15e34625910453343a76188 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a89385100b989726/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:22.526109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11355.19, "started_at": "2026-05-04T07:02:11.153656+00:00", "ended_at": "2026-05-04T07:02:22.508655+00:00", "prompt_metrics": {"chars": 5844, "bytes_utf8": 5844, "lines": 182, "estimated_tokens": 1653}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21741, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:02:11.432458Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:13.742609Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=maint.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b182de32ee7711cf4720ed6bbdd2328f58666211 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-0fb8-7421-9bea-4771e8303a86"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 14;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"maint\\\" and top_k bound to 14, using only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21703,"cached_input_tokens":20864,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c771e512e46d7720d1df8d420e4124887b01a823 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 14;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"maint\" and top_k bound to 14, using only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64864b6af41ca348269392cfe1ae656bdc2c6e8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:51.110537Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:53.997935Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:02.453834Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..681ccedfc481d7dc8f89a0d49f9957c754742576 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=maint. +Result preview: [{"maint": "high", "support": 432}, {"maint": "low", "support": 432}, {"maint": "med", "support": 432}, {"maint": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6232de8e6350962f091982addc79803c74472f72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a97e79bff1388ccd +-- problem_id: v2p_c2_3ffc9dd3ff45845c +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f467817c0119b4fc599bd5151dafb92c3fbca418 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 14;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"high\", \"support\": 432}, {\"maint\": \"low\", \"support\": 432}, {\"maint\": \"med\", \"support\": 432}, {\"maint\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d61a3b95556205554ef61bb867b2ef1f5301b57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:13:50.874275+00:00", + "ended_at": "2026-05-04T07:14:03.269152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a97e79bff1388ccd", + "problem_id": "v2p_c2_3ffc9dd3ff45845c", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a97e79bff1388ccd.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a97e79bff1388ccd", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 110, + "total_tokens": 21813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1709, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12355.38, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a97e79bff1388ccd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66d30cd123b5e1ce653e5e74fbbb1d708e66ab60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:03.252825+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12355.38, "started_at": "2026-05-04T07:13:50.875835+00:00", "ended_at": "2026-05-04T07:14:03.231109+00:00", "prompt_metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1615}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:13:51.110537Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:53.997935Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd079a78512d97c21906f1164bcccfe9cf9f68a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-1247-7853-98c6-e1beaffdb677"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col=\\\"maint\\\" and group_col_2=\\\"class\\\", single-table SQLite-compatible SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21735,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8d6479c38dc87a17bc7ac14747f36277759744a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"class\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY support DESC\nLIMIT 13;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col=\"maint\" and group_col_2=\"class\", single-table SQLite-compatible SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0ed919b403031da381dcd3b4fe48a051d8b25f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:18.602580Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:20.997735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:28.130805Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..447b48f02ed8900ace987d7e40bfff839ddb76a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=class. +Result preview: [{"maint": "vhigh", "class": "unacc", "support": 360}, {"maint": "high", "class": "unacc", "support": 314}, {"maint": "low", "class": "unacc", "support": 268}, {"maint": "med", "class": "unacc", "support": 268}, {"maint": "med", "class": "acc", "support": 115}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae6e119f3ffcbd3a9ffe198fb1ed1c5f65a3acf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a9a93c5648485307 +-- problem_id: v2p_c2_566726356e86f6d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94144be6c8108b737524b76f2e759a4a40702826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"class\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"maint\", \"class\", \"support\"], \"rows\": [{\"maint\": \"vhigh\", \"class\": \"unacc\", \"support\": 360}, {\"maint\": \"high\", \"class\": \"unacc\", \"support\": 314}, {\"maint\": \"low\", \"class\": \"unacc\", \"support\": 268}, {\"maint\": \"med\", \"class\": \"unacc\", \"support\": 268}, {\"maint\": \"med\", \"class\": \"acc\", \"support\": 115}, {\"maint\": \"high\", \"class\": \"acc\", \"support\": 105}, {\"maint\": \"low\", \"class\": \"acc\", \"support\": 92}, {\"maint\": \"vhigh\", \"class\": \"acc\", \"support\": 72}, {\"maint\": \"low\", \"class\": \"good\", \"support\": 46}, {\"maint\": \"low\", \"class\": \"vgood\", \"support\": 26}, {\"maint\": \"med\", \"class\": \"vgood\", \"support\": 26}, {\"maint\": \"med\", \"class\": \"good\", \"support\": 23}, {\"maint\": \"high\", \"class\": \"vgood\", \"support\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9bc25c0acae4d06e76932ffc7cc1423846506233 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:07:18.271563+00:00", + "ended_at": "2026-05-04T07:07:28.784720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a9a93c5648485307", + "problem_id": "v2p_c2_566726356e86f6d6", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_a9a93c5648485307.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a9a93c5648485307", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21839, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1735, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10472.91, + "sql_execution_elapsed_ms_total": 1.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_a9a93c5648485307\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8330969183999615a0d98e5b26f843f4fd46440e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_a9a93c5648485307/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:28.763741+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10472.91, "started_at": "2026-05-04T07:07:18.274260+00:00", "ended_at": "2026-05-04T07:07:28.746625+00:00", "prompt_metrics": {"chars": 5757, "bytes_utf8": 5757, "lines": 180, "estimated_tokens": 1647}, "response_metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:07:18.602580Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:20.997735Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24b019f3c770678260552a3f81d26d9265721844 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-8a91-7112-a85a-b9f94ba01ede"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided template with group_col=\\\"buying\\\" and entity_col=\\\"buying\\\" exactly as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a493469647bc4593192c016265343a613c70913 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Applied the provided template with group_col=\"buying\" and entity_col=\"buying\" exactly as bound."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa98c1cd0b73704702e25f8edfc8a69a2d4ac2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:50.234187Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:52.652003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:01.571545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..961d4d03a8f98bb1e7fd53b32d4368caa1cf21ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b2c30cbbab16e3a7492265bf095f61887447332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_ab28f0b0766cba50 +-- problem_id: v2p_c2_d8cf4af9cbd075a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f38bf425917ab9eef993ec899f8c4e84ce81327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba49532215726f64c842b0da52696057c5adf92b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:19:49.990263+00:00", + "ended_at": "2026-05-04T07:20:02.210543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ab28f0b0766cba50", + "problem_id": "v2p_c2_d8cf4af9cbd075a1", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_ab28f0b0766cba50.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ab28f0b0766cba50", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 21844, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 82, + "estimated_total_tokens": 1716, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12191.45, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_ab28f0b0766cba50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79b9a4f082185df0dc764daf205f3483f240c2ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:02.202039+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12191.45, "started_at": "2026-05-04T07:19:49.992708+00:00", "ended_at": "2026-05-04T07:20:02.183907+00:00", "prompt_metrics": {"chars": 5775, "bytes_utf8": 5775, "lines": 180, "estimated_tokens": 1634}, "response_metrics": {"chars": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": 82}, "usage": {"input_tokens": 21722, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:19:50.234187Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:52.652003Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1eca8fbabc78d00519670a99e5b8ddfaee7f33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-e04b-71e3-8ee1-e397c346fb4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"class\\\" and predicate fixed to \\\"class\\\" = 'vgood' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":2432,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bae9cabf76b73f3901d8ec47adfc2bb1a3da55a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"class\" and predicate fixed to \"class\" = 'vgood' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..888d3565252b9898ff42b4789aee2d38c4e4e205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:54.672833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:57.221724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:04.368676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7df57280c5e3dfcc7815ff2f31dbb3563537df3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "support": 65}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c920c3a18928f8343e3c9f004af236443217f253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_ac0ebab1d42bda22 +-- problem_id: v2p_c2_bc06558fe772cd37 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e668b9e19344b6a8adf066f7ee8f4f5b458755d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fff696a0e9f1c7d88bc5e0b25b573022b62f3843 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:04:54.450798+00:00", + "ended_at": "2026-05-04T07:05:05.191553+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ac0ebab1d42bda22", + "problem_id": "v2p_c2_bc06558fe772cd37", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_ac0ebab1d42bda22.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ac0ebab1d42bda22", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 2432, + "output_tokens": 115, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10705.25, + "sql_execution_elapsed_ms_total": 1.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_ac0ebab1d42bda22\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b975df04ec1e3086e87e1a24e63d9574ddf25e62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:05.175318+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10705.25, "started_at": "2026-05-04T07:04:54.453120+00:00", "ended_at": "2026-05-04T07:05:05.158212+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21743, "cached_input_tokens": 2432, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:04:54.672833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:57.221724Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffcd9c4bf295dbacadbf01a45af81fe9f532a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-8e4a-7f81-a187-8017f10c2354"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"safety\\\" and condition_value='high'. This measures, for each safety group, the within-group proportion of rows where safety is high.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21759,"cached_input_tokens":2432,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..947737b9608bee2df09c65c8acfce1493cf2b8b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \"safety\" and condition_value='high'. This measures, for each safety group, the within-group proportion of rows where safety is high."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..478a1960587046a45d67530c88dc3552c5c85c6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:11.536467Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:14.212150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:21.624023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e4198cede1ec37f602ddb3e3251314cc9074248 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "high", "condition_rate": 1.0}, {"safety": "med", "condition_rate": 0.0}, {"safety": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1921baa5cccf819ddc6ce67d7fed198ec2ae7ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_ad6d669d76dae2c8 +-- problem_id: v2p_c2_1c88f0cf9901580b +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..903e7aa4d07fe449f749703301818538eaa8174b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"safety\", \"condition_rate\"], \"rows\": [{\"safety\": \"high\", \"condition_rate\": 1.0}, {\"safety\": \"med\", \"condition_rate\": 0.0}, {\"safety\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa5ae6a2c7e7fddafe9d8e9288666c2a7d67c3b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:00:11.327654+00:00", + "ended_at": "2026-05-04T07:00:22.699154+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ad6d669d76dae2c8", + "problem_id": "v2p_c2_1c88f0cf9901580b", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_ad6d669d76dae2c8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ad6d669d76dae2c8", + "api_calls": 0, + "input_tokens": 21759, + "cached_input_tokens": 2432, + "output_tokens": 131, + "total_tokens": 21890, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1669, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11345.14, + "sql_execution_elapsed_ms_total": 1.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_ad6d669d76dae2c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d676c746dcf79e21db7cdd7e124284c780ebce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:22.689458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11345.14, "started_at": "2026-05-04T07:00:11.329382+00:00", "ended_at": "2026-05-04T07:00:22.674711+00:00", "prompt_metrics": {"chars": 5916, "bytes_utf8": 5916, "lines": 183, "estimated_tokens": 1669}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21759, "cached_input_tokens": 2432, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:00:11.536467Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:14.212150Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adde8fdd645549bdb8bcf3c0b558b3038489044c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-8e7b-7f23-9cc5-8cd5078aa5df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"persons\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":2432,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31ccb8f69de24236bed79d8ae96e5066b6ba496c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"persons\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca129ad1c5ff8ca8ffa0e6e03b788a5d831d09c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:44.862903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:47.500658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:55.363941Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aab5405ccda94625fb57aa5d0f99f4a917fe44f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons. +Result preview: [{"persons": "more", "row_count": 576}, {"persons": "4", "row_count": 576}, {"persons": "2", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a914960991e01831d3ef30923b4017077ce6f8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_adc9945a0581eda4 +-- problem_id: v2p_c2_92fc04f635aff8b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS row_count +FROM "c2" +GROUP BY "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6518e14f7c22bf193061dcaccf8667f85873d661 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"persons\", \"row_count\"], \"rows\": [{\"persons\": \"more\", \"row_count\": 576}, {\"persons\": \"4\", \"row_count\": 576}, {\"persons\": \"2\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b295e889879fb9c1fd8c93fbb6e7744f77b678f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:06:44.527244+00:00", + "ended_at": "2026-05-04T07:06:56.197819+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_adc9945a0581eda4", + "problem_id": "v2p_c2_92fc04f635aff8b9", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_adc9945a0581eda4.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_adc9945a0581eda4", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 2432, + "output_tokens": 87, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11641.29, + "sql_execution_elapsed_ms_total": 1.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_adc9945a0581eda4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c7e3c14647162b52ff5ebe460ced076a7d39dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_adc9945a0581eda4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:56.186593+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11641.29, "started_at": "2026-05-04T07:06:44.528603+00:00", "ended_at": "2026-05-04T07:06:56.170441+00:00", "prompt_metrics": {"chars": 5574, "bytes_utf8": 5574, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21670, "cached_input_tokens": 2432, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:06:44.862903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:47.500658Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=persons, condition_col=persons.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "4", + "positive_value": "2", + "negative_value": "4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4acd71a87400a1eb0be0cdeb6399f29887856365 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-ff9a-7330-adc5-256b37e73f84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"persons\\\" and condition_col=\\\"persons\\\", condition_value='4'. This measures, for each persons group, the rate that the same persons value equals '4', which yields 1 for group '4' and 0 for other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":20864,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc097102a9d2e7d1470da28e4ce01b1018b283e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"persons\" and condition_col=\"persons\", condition_value='4'. This measures, for each persons group, the rate that the same persons value equals '4', which yields 1 for group '4' and 0 for other groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05d47754d4bbb538498f3a15f1ecf01bbb9f7fa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:35.198364Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:37.650641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:45.962997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3b046c4b8d01bd246e3b1354db762e812092312 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=persons, condition_col=persons. +Result preview: [{"persons": "4", "condition_rate": 1.0}, {"persons": "more", "condition_rate": 0.0}, {"persons": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c75d7a56dad623194e5a35765715136215d40eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_aeef2f7a644aa23e +-- problem_id: v2p_c2_7170168a43bb635d +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08718bcebc21e1a3cd09eda0cf6065899f72a9c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"persons\", \"condition_rate\"], \"rows\": [{\"persons\": \"4\", \"condition_rate\": 1.0}, {\"persons\": \"more\", \"condition_rate\": 0.0}, {\"persons\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..360e3d2ddcb7cae20e7ff66e1e30cec74b5c5b4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:59:34.797804+00:00", + "ended_at": "2026-05-04T06:59:47.762362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_aeef2f7a644aa23e", + "problem_id": "v2p_c2_7170168a43bb635d", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=persons, condition_col=persons.", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "4", + "positive_value": "2", + "negative_value": "4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_aeef2f7a644aa23e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_aeef2f7a644aa23e", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 21899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12919.71, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_aeef2f7a644aa23e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bac15f51a8f42ce682ed264752d0f588d9e74e2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:47.736308+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12919.71, "started_at": "2026-05-04T06:59:34.798804+00:00", "ended_at": "2026-05-04T06:59:47.719219+00:00", "prompt_metrics": {"chars": 5909, "bytes_utf8": 5909, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21756, "cached_input_tokens": 20864, "output_tokens": 143}, "stderr_preview": "2026-05-04T06:59:35.198364Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:37.650641Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd947305a78ab6b2952ae7688834e67f54e1a8b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-a561-7d52-a7c5-de78368efb06"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"doors\\\" and target_col bound to \\\"class\\\", targeting the class value 'acc'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":21376,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeb3443d0baa3bf8c6b8a7af6bc3940a7126a22a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the required Tail Target-Rate Extremes template with group_col bound to \"doors\" and target_col bound to \"class\", targeting the class value 'acc'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dad3dd979db7b75bf2ac3fdb3e45e0cf25f4797 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:18.355931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:20.710614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:28.902660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea75f172005b2802a5928a64ac3ac3de7f676484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "4", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "5more", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "3", "support": 432, "focus_rate": 0.22916666666666666}, {"doors": "2", "support": 432, "focus_rate": 0.1875}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfc9849908855113254915f2779eea30737343c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_af747e7c24a6243d +-- problem_id: v2p_c2_46daeeef509f764d +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70b36dd6186975f01e81910e5577930db87f8c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.1875}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e39ad9b37880ef3c12e0f62999f53ac178d6dee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:12:18.146604+00:00", + "ended_at": "2026-05-04T07:12:29.813539+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_af747e7c24a6243d", + "problem_id": "v2p_c2_46daeeef509f764d", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_af747e7c24a6243d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_af747e7c24a6243d", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 142, + "total_tokens": 21950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11605.18, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_af747e7c24a6243d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd590172858b940f1702a1a8324f7ef7141550c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:29.773224+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11605.18, "started_at": "2026-05-04T07:12:18.148051+00:00", "ended_at": "2026-05-04T07:12:29.753367+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21808, "cached_input_tokens": 21376, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:12:18.355931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:20.710614Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"doors\\\" and target_col bound to \\\"class\\\", targeting the class value 'acc'.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2be1d000863a0f6c1b6acf0f7d7466a04fdecc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_af747e7c24a6243d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_af747e7c24a6243d", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 142, + "total_tokens": 21950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11605.18, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_af747e7c24a6243d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6ab1ed1885d078a169c4f7b2ab33ea218a9b786 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1670}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 21760, "cached_input_tokens": 20864, "output_tokens": 146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18bf2f80a07de32452331c527621156f64454d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b41471b56dadc220", + "api_calls": 0, + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 146, + "total_tokens": 21906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1670, + "estimated_output_tokens": 130, + "estimated_total_tokens": 1800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13124.49, + "sql_execution_elapsed_ms_total": 1.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_b41471b56dadc220\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76dc30051538458c8ef098f73546ac4f5def6705 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:01:11.504837+00:00", + "ended_at": "2026-05-04T07:01:24.628876+00:00", + "elapsed_ms": 13124.49, + "prompt_metrics": { + "chars": 5912, + "bytes_utf8": 5912, + "lines": 183, + "estimated_tokens": 1670 + }, + "stdout_metrics": { + "chars": 820, + "bytes_utf8": 820, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c78e1ab1c71bbe46887eadb354b1f22248d4bdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=buying, condition_col=buying.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..755572136f16b6affdd733e1620d812943210582 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-7957-7452-8df2-adad68f60644"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"buying\\\", condition_col=\\\"buying\\\", and condition_value='low'. Since the grouping column and condition column are the same, the result gives 1.0 for the 'low' group and 0.0 for all other buying groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21760,"cached_input_tokens":20864,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ac9b1cc5b10577136d343b59327bdeffea12ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"buying\", condition_col=\"buying\", and condition_value='low'. Since the grouping column and condition column are the same, the result gives 1.0 for the 'low' group and 0.0 for all other buying groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a03508eab92e2c9fc36526135538fd7972f19a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:11.729040Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:14.057866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:23.850466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a75cd8c82f085864a128e9b86930c7ce33287194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=buying, condition_col=buying. +Result preview: [{"buying": "low", "condition_rate": 1.0}, {"buying": "vhigh", "condition_rate": 0.0}, {"buying": "med", "condition_rate": 0.0}, {"buying": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d86abd1efcff393b7c011ce32e3678a66b78f5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_b41471b56dadc220 +-- problem_id: v2p_c2_10b8e0457e1d7eb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a22b73d5e4aeb01a6c2b257ab60b19d5e4d3a75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"buying\", \"condition_rate\"], \"rows\": [{\"buying\": \"low\", \"condition_rate\": 1.0}, {\"buying\": \"vhigh\", \"condition_rate\": 0.0}, {\"buying\": \"med\", \"condition_rate\": 0.0}, {\"buying\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..714a53c0db4e5c456d1d88d03e70ad88d4cce29c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:01:11.503200+00:00", + "ended_at": "2026-05-04T07:01:24.672572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_b41471b56dadc220", + "problem_id": "v2p_c2_10b8e0457e1d7eb5", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=buying, condition_col=buying.", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_b41471b56dadc220.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b41471b56dadc220", + "api_calls": 0, + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 146, + "total_tokens": 21906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1670, + "estimated_output_tokens": 130, + "estimated_total_tokens": 1800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13124.49, + "sql_execution_elapsed_ms_total": 1.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_b41471b56dadc220\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..006d20237dc43c63ba19bb23db3d9fc36593cb54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b41471b56dadc220/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:24.648215+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13124.49, "started_at": "2026-05-04T07:01:11.504837+00:00", "ended_at": "2026-05-04T07:01:24.628876+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1670}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 21760, "cached_input_tokens": 20864, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:01:11.729040Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:14.057866Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=class.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..494e277c6c6a364cc1ad888dd104a66f519b327f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-9773-7d33-959e-71d4baea0b17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 15;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"buying\\\", group_col_2=\\\"class\\\", table=\\\"c2\\\", and top_k=15. Uses only the single allowed table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39220fff9ff730744628291921703c694823686d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 15;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"buying\", group_col_2=\"class\", table=\"c2\", and top_k=15. Uses only the single allowed table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce5dbeddcd7caa7f322ad04927581a4f4b497893 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:36.946651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:39.331050Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:47.155404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f13aa3ed286704c6d23da8c28ac0183d3c0c9fba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=class. +Result preview: [{"buying": "med", "class": "good", "support": 23}, {"buying": "med", "class": "vgood", "support": 26}, {"buying": "low", "class": "vgood", "support": 39}, {"buying": "low", "class": "good", "support": 46}, {"buying": "vhigh", "class": "acc", "support": 72}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..32037a18cf72e0094897b03cf34859c585cf1825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_b54b1062bc984fc3 +-- problem_id: v2p_c2_b119d2fec3758c4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f83c8e368a8fab8883cca0ef96516131f2f2acee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 15;\", \"columns\": [\"buying\", \"class\", \"support\"], \"rows\": [{\"buying\": \"med\", \"class\": \"good\", \"support\": 23}, {\"buying\": \"med\", \"class\": \"vgood\", \"support\": 26}, {\"buying\": \"low\", \"class\": \"vgood\", \"support\": 39}, {\"buying\": \"low\", \"class\": \"good\", \"support\": 46}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"support\": 72}, {\"buying\": \"low\", \"class\": \"acc\", \"support\": 89}, {\"buying\": \"high\", \"class\": \"acc\", \"support\": 108}, {\"buying\": \"med\", \"class\": \"acc\", \"support\": 115}, {\"buying\": \"low\", \"class\": \"unacc\", \"support\": 258}, {\"buying\": \"med\", \"class\": \"unacc\", \"support\": 268}, {\"buying\": \"high\", \"class\": \"unacc\", \"support\": 324}, {\"buying\": \"vhigh\", \"class\": \"unacc\", \"support\": 360}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8584e44cb3127c6542fd5bb2aebc99958649043c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:16:36.726573+00:00", + "ended_at": "2026-05-04T07:16:48.016371+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_b54b1062bc984fc3", + "problem_id": "v2p_c2_b119d2fec3758c4e", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_b54b1062bc984fc3.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b54b1062bc984fc3", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 121, + "total_tokens": 21895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11251.7, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_b54b1062bc984fc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..249098ed8e2a193a89b5936d0f48bcf8d4041db2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:47.997636+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11251.7, "started_at": "2026-05-04T07:16:36.728819+00:00", "ended_at": "2026-05-04T07:16:47.980495+00:00", "prompt_metrics": {"chars": 5827, "bytes_utf8": 5827, "lines": 180, "estimated_tokens": 1686}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:16:36.946651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:39.331050Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff18b854be91cdd70e4680fa3fac430de0a5f245 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-d728-7631-94ed-480cee7a9296"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the planned template with bound roles exactly as provided: group_col=\\\"maint\\\", entity_col=\\\"maint\\\", top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":99}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5ec8295eb94f60fc4f16b1627311ca96c15fe26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the planned template with bound roles exactly as provided: group_col=\"maint\", entity_col=\"maint\", top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c35ba645108292bd70a0fe7eda5f07c4cc18dbcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:58.779195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:01.122051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:08.247479Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d92a7caf75d9e0e80c20194f4b7f0aa91536f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "distinct_entities": 1}, {"maint": "med", "distinct_entities": 1}, {"maint": "low", "distinct_entities": 1}, {"maint": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f2430ee4ac7569cab30283626fbce1829eea9c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_b8d4c4c91b6e7459 +-- problem_id: v2p_c2_e409006d27378df5 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b102b4f4d645abbbab4a15962630e19c5b256c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"vhigh\", \"distinct_entities\": 1}, {\"maint\": \"med\", \"distinct_entities\": 1}, {\"maint\": \"low\", \"distinct_entities\": 1}, {\"maint\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..846172027264275e5b259cc25406fdb51f650348 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:17:58.572842+00:00", + "ended_at": "2026-05-04T07:18:09.301042+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_b8d4c4c91b6e7459", + "problem_id": "v2p_c2_e409006d27378df5", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_b8d4c4c91b6e7459.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b8d4c4c91b6e7459", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 99, + "total_tokens": 21818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1714, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10675.63, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_b8d4c4c91b6e7459\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..037f7df4dd8fcae21b96c071c0826bc1c1fe15d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:09.280102+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10675.63, "started_at": "2026-05-04T07:17:58.576280+00:00", "ended_at": "2026-05-04T07:18:09.249825+00:00", "prompt_metrics": {"chars": 5772, "bytes_utf8": 5772, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 99}, "stderr_preview": "2026-05-04T07:17:58.779195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:01.122051Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "class", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe93f288ae2c79f82b32abea08a7b15fce3b6582 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-16f6-73b0-ac13-4cf0793ee120"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template exactly with group_col=\\\"class\\\", entity_col=\\\"class\\\", predicate_col=\\\"persons\\\", predicate_op=\\\"=\\\", predicate_value='4', and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21772,"cached_input_tokens":20864,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d3573d72d43ab28beb5d3437cd12a1d104eb5a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Used the provided template exactly with group_col=\"class\", entity_col=\"class\", predicate_col=\"persons\", predicate_op=\"=\", predicate_value='4', and top_k=17. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb0d24ed73a434c00d8be4fbc1716e36d7d6eb77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:26.170196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:28.746253Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:36.923660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ff20dc6f5e7df42e9b284f012fff98af27bba3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "distinct_entities": 1}, {"class": "unacc", "distinct_entities": 1}, {"class": "good", "distinct_entities": 1}, {"class": "acc", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b1db02fdc8be268e8deaa1214d31375e76ec11d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_bb0b006ff63ff528 +-- problem_id: v2p_c2_59439120446ed49a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35601c3e319e70486aa386ce2887a482853eaf61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"vgood\", \"distinct_entities\": 1}, {\"class\": \"unacc\", \"distinct_entities\": 1}, {\"class\": \"good\", \"distinct_entities\": 1}, {\"class\": \"acc\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21365fcf2220fbc28afec415b7d1733a650dc2c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:20:25.957240+00:00", + "ended_at": "2026-05-04T07:20:37.841853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bb0b006ff63ff528", + "problem_id": "v2p_c2_59439120446ed49a", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "class", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_bb0b006ff63ff528.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bb0b006ff63ff528", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 21954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11856.44, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_bb0b006ff63ff528\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd000d2b93794065644be93b8ff9a01f9be812da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:37.833711+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11856.44, "started_at": "2026-05-04T07:20:25.959467+00:00", "ended_at": "2026-05-04T07:20:37.816332+00:00", "prompt_metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1684}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21772, "cached_input_tokens": 20864, "output_tokens": 182}, "stderr_preview": "2026-05-04T07:20:26.170196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:28.746253Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe5cfd82340fee42e754948943deea5a27d2a527 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-9f52-7e31-b6f3-598a9ef0e387"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"doors\\\" and predicate on \\\"class\\\" = 'vgood'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21741,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8922a6c67e3c8d29d861c8394fa7844c4343bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"doors\" and predicate on \"class\" = 'vgood'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..647b1e2abbaf32513b61155e438d3f0bf6ecfdc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:32.542747Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:35.364114Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:44.300758Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..228071f82ebd2e7f96a5b852e2388c0806baa198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors. +Result preview: [{"doors": "5more", "support": 20}, {"doors": "4", "support": 20}, {"doors": "3", "support": 15}, {"doors": "2", "support": 10}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..111d31746cddffe9848ebcc4fbf764bf6eb4de60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_bb46e3e32fd0eb42 +-- problem_id: v2p_c2_ed538f4000f67288 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52a2e3d0e8f3b02371f291229bba5157eddb065b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"5more\", \"support\": 20}, {\"doors\": \"4\", \"support\": 20}, {\"doors\": \"3\", \"support\": 15}, {\"doors\": \"2\", \"support\": 10}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae21330dc219d3554392caae4719af9b866f28d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:03:32.233971+00:00", + "ended_at": "2026-05-04T07:03:44.950262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bb46e3e32fd0eb42", + "problem_id": "v2p_c2_ed538f4000f67288", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_bb46e3e32fd0eb42.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bb46e3e32fd0eb42", + "api_calls": 0, + "input_tokens": 21741, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1653, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12684.09, + "sql_execution_elapsed_ms_total": 0.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_bb46e3e32fd0eb42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..646ea86cde8d84f388af05823a4d8273619f1a34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:44.936342+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12684.09, "started_at": "2026-05-04T07:03:32.235743+00:00", "ended_at": "2026-05-04T07:03:44.919613+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1653}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21741, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:03:32.542747Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:35.364114Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=doors.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..325f7fd1a0d87be5d545bd2b408af2819fc66bf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-b3b9-74b1-9164-42016cfa7b4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'good'\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with group_col=\\\"maint\\\", group_col_2=\\\"doors\\\", and predicate \\\"class\\\" = 'good'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21786,"cached_input_tokens":21376,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe61e766bbacda230c526697841444971aff99b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"class\" = 'good'\nGROUP BY \"maint\", \"doors\"\nORDER BY row_count DESC;","notes":"Used the required filtered two-dimensional group count template with group_col=\"maint\", group_col_2=\"doors\", and predicate \"class\" = 'good'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad380dd6cecf905e53e750bc314735469e7d87f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:36.823485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:39.382349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:48.620365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..740321961f5db12ba0e64967a776da9aeed5d360 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=doors. +Result preview: [{"maint": "low", "doors": "3", "row_count": 12}, {"maint": "low", "doors": "4", "row_count": 12}, {"maint": "low", "doors": "5more", "row_count": 12}, {"maint": "low", "doors": "2", "row_count": 10}, {"maint": "med", "doors": "3", "row_count": 6}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87edc92e8b8c93fbb8af5979d143e9ba62733352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_bd47dea7e1998533 +-- problem_id: v2p_c2_f866a0e71fd38783 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", COUNT(*) AS row_count +FROM "c2" +WHERE "class" = 'good' +GROUP BY "maint", "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae2170a564e610af8055af2526a8d419c500a56f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"class\" = 'good'\nGROUP BY \"maint\", \"doors\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'good'\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"maint\", \"doors\", \"row_count\"], \"rows\": [{\"maint\": \"low\", \"doors\": \"3\", \"row_count\": 12}, {\"maint\": \"low\", \"doors\": \"4\", \"row_count\": 12}, {\"maint\": \"low\", \"doors\": \"5more\", \"row_count\": 12}, {\"maint\": \"low\", \"doors\": \"2\", \"row_count\": 10}, {\"maint\": \"med\", \"doors\": \"3\", \"row_count\": 6}, {\"maint\": \"med\", \"doors\": \"4\", \"row_count\": 6}, {\"maint\": \"med\", \"doors\": \"5more\", \"row_count\": 6}, {\"maint\": \"med\", \"doors\": \"2\", \"row_count\": 5}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6c250fb05e09ee5bd0c7cff3ee46616c4f71a32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:51:36.609561+00:00", + "ended_at": "2026-05-04T06:51:49.312221+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bd47dea7e1998533", + "problem_id": "v2p_c2_f866a0e71fd38783", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=doors.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_bd47dea7e1998533.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bd47dea7e1998533", + "api_calls": 0, + "input_tokens": 21786, + "cached_input_tokens": 21376, + "output_tokens": 118, + "total_tokens": 21904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1696, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12675.6, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_bd47dea7e1998533\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f3337abec13355208c9fdd705c2c1dc4c64a669 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bd47dea7e1998533/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:49.303333+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12675.6, "started_at": "2026-05-04T06:51:36.610569+00:00", "ended_at": "2026-05-04T06:51:49.286875+00:00", "prompt_metrics": {"chars": 5963, "bytes_utf8": 5963, "lines": 184, "estimated_tokens": 1696}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21786, "cached_input_tokens": 21376, "output_tokens": 118}, "stderr_preview": "2026-05-04T06:51:36.823485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:39.382349Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "doors", + "entity_col": "doors", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7b74572e10874312f4bd3f5997fdb453c7d07ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-3cdb-7bf3-9f76-c693234cb376"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template with group_col bound to \\\"doors\\\" and entity_col bound to \\\"doors\\\", preserving the planned top_k value of 11 in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82fb2b1d9b09d031e95c2563c6d0766221a9e19b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS \"distinct_entities\"\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;","notes":"Used the provided template with group_col bound to \"doors\" and entity_col bound to \"doors\", preserving the planned top_k value of 11 in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbdd734293eed523f5f68f211d1c366c133d2351 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:24.892652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:27.415196Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:36.121106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3963f2c993fc747080df904edcd58e52e7690c89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors. +Result preview: [{"doors": "5more", "distinct_entities": 1}, {"doors": "4", "distinct_entities": 1}, {"doors": "3", "distinct_entities": 1}, {"doors": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee256946e6b69de27216cc77ae77a0afd3b4d87a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_bec8b1a774d21761 +-- problem_id: v2p_c2_70f6af2c676a3dbf +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS "distinct_entities" +FROM "c2" +GROUP BY "doors" +ORDER BY "distinct_entities" DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e19031adb17708b0a079088776fb2e2fc5fcde1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS \"distinct_entities\"\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\", \"columns\": [\"doors\", \"distinct_entities\"], \"rows\": [{\"doors\": \"5more\", \"distinct_entities\": 1}, {\"doors\": \"4\", \"distinct_entities\": 1}, {\"doors\": \"3\", \"distinct_entities\": 1}, {\"doors\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5616e068e518a099e5215c96ae29945626f427db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:18:20.785262+00:00", + "ended_at": "2026-05-04T07:18:37.136956+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bec8b1a774d21761", + "problem_id": "v2p_c2_70f6af2c676a3dbf", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "entity_col": "doors", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_bec8b1a774d21761.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bec8b1a774d21761", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21830, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16319.91, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_bec8b1a774d21761\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e305c57da7cf07d2ccec4be003a97e79658bce5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bec8b1a774d21761/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:37.122383+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16319.91, "started_at": "2026-05-04T07:18:20.788849+00:00", "ended_at": "2026-05-04T07:18:37.106311+00:00", "prompt_metrics": {"chars": 5771, "bytes_utf8": 5771, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21719, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:18:24.892652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:27.415196Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e322307bb367e518d8b3495dc6c2c4b5be348389 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-8e5f-7602-b14a-30f3a4b1f0b7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned template with fixed bindings: group_col=\\\"maint\\\", group_col_2=\\\"doors\\\", target_col=\\\"class\\\", and target_value='vgood'. Uses a single-table SQLite-compatible SELECT and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":2432,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..033ab483ce5aa23ed5024846b63f53a01a09cf39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned template with fixed bindings: group_col=\"maint\", group_col_2=\"doors\", target_col=\"class\", and target_value='vgood'. Uses a single-table SQLite-compatible SELECT and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dccc4da768cdca70dd705a2cc8668b364f2b8837 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:49.413687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:51.789467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:00.965084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..648191089a26206a505e8626005c9a010807f221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=doors, target_col=class. +Result preview: [{"maint": "low", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "3", "target_rate": 0.05555555555555555}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9aefb4f4862a9df066f8ee37b62c2180dfcdc47a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_bee4aad10aa86e48 +-- problem_id: v2p_c2_e851df8179d9fc51 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55dec71aa938d67cb1cfb66fbfdced7d6ecbe401 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"maint\", \"doors\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"med\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"high\", \"doors\": \"4\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"5more\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"low\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"med\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"3\", \"target_rate\": 0.027777777777777776}, {\"maint\": \"high\", \"doors\": \"2\", \"target_rate\": 0.018518518518518517}, {\"maint\": \"vhigh\", \"doors\": \"2\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"3\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"4\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"5more\", \"target_rate\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..965389dd7c190b135d6e89c987b95b0f529cda5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:55:49.216058+00:00", + "ended_at": "2026-05-04T06:56:01.698311+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bee4aad10aa86e48", + "problem_id": "v2p_c2_e851df8179d9fc51", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_bee4aad10aa86e48.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bee4aad10aa86e48", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 2432, + "output_tokens": 138, + "total_tokens": 21935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1829, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12448.87, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_bee4aad10aa86e48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c17ffa03d09007b495d90bade9cb2c1ff476f1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:01.681128+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12448.87, "started_at": "2026-05-04T06:55:49.218594+00:00", "ended_at": "2026-05-04T06:56:01.665176+00:00", "prompt_metrics": {"chars": 5953, "bytes_utf8": 5953, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21797, "cached_input_tokens": 2432, "output_tokens": 138}, "stderr_preview": "2026-05-04T06:55:49.413687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:51.789467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3973da42e8c0a0347c3eafc3360f0ecda1aed63b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-f84d-7d42-a159-7c499061bf62"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"maint\\\",\\n SUM(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"maint\\\"\\n)\\nSELECT \\\"maint\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\". Because the grouping column and condition column are the same, each group only contributes to one side of the ratio, so some groups will yield NULL due to zero denominator.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":293}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbdbb00e008e756288ede8b8e5387925688244d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"maint\",\n SUM(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"maint\"\n)\nSELECT \"maint\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template exactly with group_col=\"maint\" and condition_col=\"maint\". Because the grouping column and condition column are the same, each group only contributes to one side of the ratio, so some groups will yield NULL due to zero denominator."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..befe92e1f87e7fa4946779da7641549150b01412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:59.900593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:02.235547Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:12.515268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a32bf81a082f72059a4bd4071ae8dce75a16ac0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "low", "condition_ratio": 0.0}, {"maint": "high", "condition_ratio": null}, {"maint": "med", "condition_ratio": null}, {"maint": "vhigh", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19849d8a6eb1bee48aab147f7fabbf6858b01529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_c388ca5c42f399ea +-- problem_id: v2p_c2_6b907ddd2f3f07a3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "maint", + SUM(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "maint" +) +SELECT "maint", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55eeb7c7c43c13d747c5b10ac671e0bda1c7a85f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"maint\",\n SUM(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"maint\"\n)\nSELECT \"maint\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"maint\\\",\\n SUM(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"maint\\\"\\n)\\nSELECT \\\"maint\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"maint\", \"condition_ratio\"], \"rows\": [{\"maint\": \"low\", \"condition_ratio\": 0.0}, {\"maint\": \"high\", \"condition_ratio\": null}, {\"maint\": \"med\", \"condition_ratio\": null}, {\"maint\": \"vhigh\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53509a95736784462c2247596d267b35137cca6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:52:59.734881+00:00", + "ended_at": "2026-05-04T06:53:13.309130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_c388ca5c42f399ea", + "problem_id": "v2p_c2_6b907ddd2f3f07a3", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_c388ca5c42f399ea.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_c388ca5c42f399ea", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 293, + "total_tokens": 22197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 183, + "estimated_total_tokens": 1997, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13544.73, + "sql_execution_elapsed_ms_total": 1.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_c388ca5c42f399ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e914c486e5cf09f34324159bdeeab2a02fa4edb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:13.299828+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13544.73, "started_at": "2026-05-04T06:52:59.737043+00:00", "ended_at": "2026-05-04T06:53:13.281715+00:00", "prompt_metrics": {"chars": 6467, "bytes_utf8": 6467, "lines": 183, "estimated_tokens": 1814}, "response_metrics": {"chars": 741, "bytes_utf8": 741, "lines": 1, "estimated_tokens": 183}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 293}, "stderr_preview": "2026-05-04T06:52:59.900593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:02.235547Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96fd7f59dc9be1d3bd0020d03b3c92cfb69db648 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-b01f-71a2-b531-a4ee2db36942"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=maint, group_col_2=safety, target_col=class, and target_value='good'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c41b4d515b4529826d4bf177b8b8aae2e61dce1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=maint, group_col_2=safety, target_col=class, and target_value='good'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fc05fa507d0eaf3714c89ffb79d414f261ef71f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:03.582883Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:05.963536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:14.589553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4841060193ee786609fc0a6cadd989a5e5c01c27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=safety, target_col=class. +Result preview: [{"maint": "low", "safety": "med", "target_rate": 0.18055555555555555}, {"maint": "low", "safety": "high", "target_rate": 0.1388888888888889}, {"maint": "med", "safety": "med", "target_rate": 0.09027777777777778}, {"maint": "med", "safety": "high", "target_rate": 0.06944444444444445}, {"maint": "high", "safety": "high", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..910573b4faea226c39b4f5f77e577a1924f737ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_c462d8956b0548ef +-- problem_id: v2p_c2_da6eeb706ca44aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b48bfeb15072d213ae6089ce60af1fde2013c34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"safety\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"low\", \"safety\": \"high\", \"target_rate\": 0.1388888888888889}, {\"maint\": \"med\", \"safety\": \"med\", \"target_rate\": 0.09027777777777778}, {\"maint\": \"med\", \"safety\": \"high\", \"target_rate\": 0.06944444444444445}, {\"maint\": \"high\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"med\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6939c43cf17ad876c3edc97a1085c63d9455626c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:57:03.336371+00:00", + "ended_at": "2026-05-04T06:57:15.566339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_c462d8956b0548ef", + "problem_id": "v2p_c2_da6eeb706ca44aa0", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_c462d8956b0548ef.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_c462d8956b0548ef", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 21931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12202.38, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_c462d8956b0548ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd4ae9aaf02d907ddddeaf53ce525c61702c2dde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c462d8956b0548ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:15.557240+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12202.38, "started_at": "2026-05-04T06:57:03.338623+00:00", "ended_at": "2026-05-04T06:57:15.541147+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21796, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T06:57:03.582883Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:05.963536Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=persons.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "vhigh", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33f75a01a1f04f6fc6d7a0d9ed6d9a30e40b1acf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-e549-7972-9b0a-f8f8ab0e181e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"persons\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'vhigh'\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"maint\\\", group_col_2=\\\"persons\\\", and predicate buying = 'vhigh'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":21376,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb8832b39b25d7efae669159fbcc8f4f0ce382b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"persons\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"buying\" = 'vhigh'\nGROUP BY \"maint\", \"persons\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"maint\", group_col_2=\"persons\", and predicate buying = 'vhigh'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3490c751819489343fbf8a27a9808ea50cbd7854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:49.549637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:51.996486Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:00.884980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a728122cc9d8b04a3bdc62886d36060f659fa182 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=persons. +Result preview: [{"maint": "high", "persons": "2", "row_count": 36}, {"maint": "high", "persons": "4", "row_count": 36}, {"maint": "high", "persons": "more", "row_count": 36}, {"maint": "low", "persons": "2", "row_count": 36}, {"maint": "low", "persons": "4", "row_count": 36}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..21f074c38d40f37c8f837d87285ca991976adfd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_c6db9ed3c2a8762d +-- problem_id: v2p_c2_04894f0a5c2279a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", COUNT(*) AS "row_count" +FROM "c2" +WHERE "buying" = 'vhigh' +GROUP BY "maint", "persons" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a005c1e84dc340f4706fc39cd797422218352def --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"persons\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"buying\" = 'vhigh'\nGROUP BY \"maint\", \"persons\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"persons\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'vhigh'\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"maint\", \"persons\", \"row_count\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"high\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"high\", \"persons\": \"more\", \"row_count\": 36}, {\"maint\": \"low\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"low\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"low\", \"persons\": \"more\", \"row_count\": 36}, {\"maint\": \"med\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"med\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"med\", \"persons\": \"more\", \"row_count\": 36}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"row_count\": 36}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79c5a6ff546d9bf3854c348c31664cd18a4caf52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:51:49.314307+00:00", + "ended_at": "2026-05-04T06:52:01.824482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_c6db9ed3c2a8762d", + "problem_id": "v2p_c2_04894f0a5c2279a6", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=persons.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "vhigh", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_c6db9ed3c2a8762d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_c6db9ed3c2a8762d", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 21376, + "output_tokens": 129, + "total_tokens": 21917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12477.03, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_c6db9ed3c2a8762d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcbc48be7c69a2fbee5d693aa0f01ada6c38aec1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:01.814826+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12477.03, "started_at": "2026-05-04T06:51:49.316252+00:00", "ended_at": "2026-05-04T06:52:01.793417+00:00", "prompt_metrics": {"chars": 5968, "bytes_utf8": 5968, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21788, "cached_input_tokens": 21376, "output_tokens": 129}, "stderr_preview": "2026-05-04T06:51:49.549637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:51.996486Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d28c363a77b25acd831fd218630f9aed077eaa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-24e8-7653-8864-2f04e8a99471"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"lug_boot\\\" and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":19840,"output_tokens":101}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..491336ac99759f97347198838bf5894ecfe7e70c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 12;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"lug_boot\" and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cadf4aea8111fa6bdbb32488ef99752b4366c0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:02.072748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:04.431876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:13.524979Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e4cbcce04b916cce83bebbbe3b7c66702a8008e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "big", "support": 576}, {"lug_boot": "med", "support": 576}, {"lug_boot": "small", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ac61ef812f33005c583139b9764ebee8fe7b95f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_cd3cf469ab1e3cfa +-- problem_id: v2p_c2_771903094310f45b +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..092c7f87cb92b23a2cbaeb2839e6994edf4abf28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 12;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"big\", \"support\": 576}, {\"lug_boot\": \"med\", \"support\": 576}, {\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3cd70878f784a7f0a54f008bd1844f50b7aa395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:15:01.832092+00:00", + "ended_at": "2026-05-04T07:15:14.333307+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_cd3cf469ab1e3cfa", + "problem_id": "v2p_c2_771903094310f45b", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_cd3cf469ab1e3cfa.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_cd3cf469ab1e3cfa", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 19840, + "output_tokens": 101, + "total_tokens": 21809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1620, + "estimated_output_tokens": 85, + "estimated_total_tokens": 1705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12466.55, + "sql_execution_elapsed_ms_total": 1.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_cd3cf469ab1e3cfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..237857a5cdab80f025acce3de0a3f845364c98a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:14.319506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12466.55, "started_at": "2026-05-04T07:15:01.836127+00:00", "ended_at": "2026-05-04T07:15:14.293024+00:00", "prompt_metrics": {"chars": 5655, "bytes_utf8": 5655, "lines": 178, "estimated_tokens": 1620}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 85}, "usage": {"input_tokens": 21708, "cached_input_tokens": 19840, "output_tokens": 101}, "stderr_preview": "2026-05-04T07:15:02.072748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:04.431876Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24482e1d5899fdd9894c9d1b1df150bc7d7f2c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-4bd3-7760-9efe-a94f70b1d87f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with group_col and condition_col both bound to \\\"safety\\\". This is a self-contrastive setup, so groups where \\\"safety\\\" is not 'low' will have a zero denominator and yield NULL ratios.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":21376,"output_tokens":405}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ab2bed0b340b82c2acd479df41b76db7a72b41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template with group_col and condition_col both bound to \"safety\". This is a self-contrastive setup, so groups where \"safety\" is not 'low' will have a zero denominator and yield NULL ratios."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24f19534027532e2ee08db45567fafbe1bd17f55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:15.815804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:18.145031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:31.862399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26f1cede363f7c0e9b195c844ee88e33c603069e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "low", "condition_ratio": 0.0}, {"safety": "high", "condition_ratio": null}, {"safety": "med", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dba7b260ccace69b5b5b22e8d4ed0a00c3ff6114 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_cf416ea5195084a1 +-- problem_id: v2p_c2_d4c1ce2938b840b5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d8ae614cb8dcb38edeac92a48f2a0d7646b503f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"safety\", \"condition_ratio\"], \"rows\": [{\"safety\": \"low\", \"condition_ratio\": 0.0}, {\"safety\": \"high\", \"condition_ratio\": null}, {\"safety\": \"med\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76ed895c885e172c5fb1b43d979ef45c74aec953 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:52:15.551774+00:00", + "ended_at": "2026-05-04T06:52:32.519228+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_cf416ea5195084a1", + "problem_id": "v2p_c2_d4c1ce2938b840b5", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_cf416ea5195084a1.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_cf416ea5195084a1", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 21376, + "output_tokens": 405, + "total_tokens": 22311, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 186, + "estimated_total_tokens": 2002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16899.14, + "sql_execution_elapsed_ms_total": 2.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_cf416ea5195084a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fc48df29712f40205b3142863b4d8f99a161e96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf416ea5195084a1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:32.492421+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16899.14, "started_at": "2026-05-04T06:52:15.556329+00:00", "ended_at": "2026-05-04T06:52:32.454909+00:00", "prompt_metrics": {"chars": 6472, "bytes_utf8": 6472, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 698, "bytes_utf8": 698, "lines": 1, "estimated_tokens": 186}, "usage": {"input_tokens": 21906, "cached_input_tokens": 21376, "output_tokens": 405}, "stderr_preview": "2026-05-04T06:52:15.815804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:18.145031Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=doors.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c83c7fcef86ec96ec4b968a075a61cd85ead45cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-c3a3-76f1-8ccf-74308930ed52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"doors\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"maint\\\", group_col_2=\\\"doors\\\", table=\\\"c2\\\", and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21771,"cached_input_tokens":20864,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24e83dcec8f9e3069e52daaa49ff7c98062a6925 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY support ASC, \"maint\", \"doors\"\nLIMIT 11;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"maint\", group_col_2=\"doors\", table=\"c2\", and top_k=11. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ec6d9b30f1bae5026dc0282980f0d740c2da04f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:48.316009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:50.899572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:59.271306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56a95dd5305602a8dbbefc68462548b44889ed37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=doors. +Result preview: [{"maint": "high", "doors": "2", "support": 108}, {"maint": "high", "doors": "3", "support": 108}, {"maint": "high", "doors": "4", "support": 108}, {"maint": "high", "doors": "5more", "support": 108}, {"maint": "low", "doors": "2", "support": 108}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7cdb134666408de3c1e668fb0dba30baf0dd102 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_cf81438cb1061695 +-- problem_id: v2p_c2_2456f865de6a4e16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY support ASC, "maint", "doors" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..088ce0d5ec73d16640ba16af92142a0fd3616d18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY support ASC, \"maint\", \"doors\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"doors\\\"\\nLIMIT 11;\", \"columns\": [\"maint\", \"doors\", \"support\"], \"rows\": [{\"maint\": \"high\", \"doors\": \"2\", \"support\": 108}, {\"maint\": \"high\", \"doors\": \"3\", \"support\": 108}, {\"maint\": \"high\", \"doors\": \"4\", \"support\": 108}, {\"maint\": \"high\", \"doors\": \"5more\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"2\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"3\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"4\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"5more\", \"support\": 108}, {\"maint\": \"med\", \"doors\": \"2\", \"support\": 108}, {\"maint\": \"med\", \"doors\": \"3\", \"support\": 108}, {\"maint\": \"med\", \"doors\": \"4\", \"support\": 108}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e96e1fd5cd20f0b1df74e490ac7300e4c1bd9ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:16:48.019002+00:00", + "ended_at": "2026-05-04T07:17:00.145886+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_cf81438cb1061695", + "problem_id": "v2p_c2_2456f865de6a4e16", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=doors.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_cf81438cb1061695.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_cf81438cb1061695", + "api_calls": 0, + "input_tokens": 21771, + "cached_input_tokens": 20864, + "output_tokens": 128, + "total_tokens": 21899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1683, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12089.19, + "sql_execution_elapsed_ms_total": 1.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_cf81438cb1061695\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..683c239c8cb2d75e64f2854b072845e4de47a170 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_cf81438cb1061695/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:00.128179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12089.19, "started_at": "2026-05-04T07:16:48.021438+00:00", "ended_at": "2026-05-04T07:17:00.107052+00:00", "prompt_metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 180, "estimated_tokens": 1683}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21771, "cached_input_tokens": 20864, "output_tokens": 128}, "stderr_preview": "2026-05-04T07:16:48.316009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:50.899572Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2ec89ebc43acb4c6ba31a15e8ec0c17c71447ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-b5d2-7483-868f-5d10b7d85be3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=15. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":20864,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2305d6490c24a5b311eb724d509d815ef9748899 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='acc', min_support=4, and top_k=15. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac0958edc127dcecc5d52f278cbd88077fbc04e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:05.960108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:08.332389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:16.446609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..82cd94949bf80daa0d429f610f3243a56c20cd22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "med", "support": 432, "focus_rate": 0.2662037037037037}, {"maint": "high", "support": 432, "focus_rate": 0.24305555555555555}, {"maint": "low", "support": 432, "focus_rate": 0.21296296296296297}, {"maint": "vhigh", "support": 432, "focus_rate": 0.16666666666666666}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1b5bd076985123789547cb57722016e6500069b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d0467bdbc852e63f +-- problem_id: v2p_c2_8a7dd5df766b58d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4057b2a7c2b882620c47ac9c255ed2a63df18bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.2662037037037037}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.21296296296296297}, {\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.16666666666666666}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de3cfd65d44632262c11d97aabec6c7f6896e571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:09:05.711467+00:00", + "ended_at": "2026-05-04T07:09:17.092978+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d0467bdbc852e63f", + "problem_id": "v2p_c2_8a7dd5df766b58d4", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d0467bdbc852e63f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d0467bdbc852e63f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11349.01, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d0467bdbc852e63f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a576cada3fc2283d22965b0b57298630748d87d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:17.080171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11349.01, "started_at": "2026-05-04T07:09:05.713177+00:00", "ended_at": "2026-05-04T07:09:17.062004+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21808, "cached_input_tokens": 20864, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:09:05.960108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:08.332389Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=15. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad0c022f0197f7434a522420113ea780291119e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d0467bdbc852e63f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11349.01, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d0467bdbc852e63f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be2f2cd53dedec3f1483d387b2d99590ad0f288b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5776, "bytes_utf8": 5776, "lines": 180, "estimated_tokens": 1633}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21721, "cached_input_tokens": 19840, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca5078270588859ab295f0c059f503be03da2076 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d1c6b9054a1eb935", + "api_calls": 0, + "input_tokens": 21721, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 21880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15187.31, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d1c6b9054a1eb935\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0da2c548a53d04dd9dc1027c2b7cfebf0ee43938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:19:21.795009+00:00", + "ended_at": "2026-05-04T07:19:36.982650+00:00", + "elapsed_ms": 15187.31, + "prompt_metrics": { + "chars": 5776, + "bytes_utf8": 5776, + "lines": 180, + "estimated_tokens": 1633 + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13183 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21721, + "cached_input_tokens": 19840, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ab744837e0aa8f91f706350eacf8412b0e1881 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68407150fcc6ada27a245c013ea2865f688880b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-2a55-7292-bcb8-c1dd656459d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"safety\\\" and entity_col=\\\"safety\\\" exactly as specified. Since the grouped column and distinct-count column are the same, each safety group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21721,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d40e8781ba6955610e17355a32f55735c3c966f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Used the provided template with bound roles group_col=\"safety\" and entity_col=\"safety\" exactly as specified. Since the grouped column and distinct-count column are the same, each safety group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..124588275b29c60d308688c60021182dae416979 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:25.719587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:28.140209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:36.192549Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd036c657b6b6305924f5e126eaec2fdb42f29b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "distinct_entities": 1}, {"safety": "low", "distinct_entities": 1}, {"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f791a9f6f7e24587e49a95230e8584e5a1a23f1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d1c6b9054a1eb935 +-- problem_id: v2p_c2_2574f680ed619553 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c32cf7883d0f508106525360c089dbffad1d52cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"med\", \"distinct_entities\": 1}, {\"safety\": \"low\", \"distinct_entities\": 1}, {\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7764246732f4478c988fdf5cc70d6f3d98c5637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:19:21.792676+00:00", + "ended_at": "2026-05-04T07:19:37.014109+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d1c6b9054a1eb935", + "problem_id": "v2p_c2_2574f680ed619553", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d1c6b9054a1eb935.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d1c6b9054a1eb935", + "api_calls": 0, + "input_tokens": 21721, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 21880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15187.31, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d1c6b9054a1eb935\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4578323aa3a42abd5df6541fff4f4f3318bc8b29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:36.999589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15187.31, "started_at": "2026-05-04T07:19:21.795009+00:00", "ended_at": "2026-05-04T07:19:36.982650+00:00", "prompt_metrics": {"chars": 5776, "bytes_utf8": 5776, "lines": 180, "estimated_tokens": 1633}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21721, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:19:25.719587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:28.140209Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "safety", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..019eb586f253f758c8e45ea3706a0e18b4fcaaf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-a5ac-7593-b643-48a898ae960b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the required template and fixed bindings exactly as provided: group_col=\\\"safety\\\", entity_col=\\\"safety\\\", predicate_col=\\\"safety\\\", predicate_op=\\\"=\\\", predicate_value='high', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":21376,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72be5107f3a57a0263fba23c1ab364a31bd9289c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the required template and fixed bindings exactly as provided: group_col=\"safety\", entity_col=\"safety\", predicate_col=\"safety\", predicate_op=\"=\", predicate_value='high', top_k=13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1277f6acf1eb64977d6a3631a46a7c7c8a7aa444 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:08.247866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:10.638157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:20.231069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f2e18279c5776696ed4c7273e78e51f3c5988c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=safety. +Result preview: [{"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e935fb803a55c9fe1e232c7ee4b4359b800294b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_d2c4f5c15936eb9b +-- problem_id: v2p_c2_8b1f5e1e5db84e20 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42efc85d51ccb68ba389b907fd5c385ea0c6675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2a955cd466e38eaa4d898898325e3ecd9e678fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:22:08.038226+00:00", + "ended_at": "2026-05-04T07:22:21.005841+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d2c4f5c15936eb9b", + "problem_id": "v2p_c2_8b1f5e1e5db84e20", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "safety", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d2c4f5c15936eb9b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d2c4f5c15936eb9b", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 21376, + "output_tokens": 130, + "total_tokens": 21906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12931.89, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d2c4f5c15936eb9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52d1eb581f55fd43b00b7446be8bebff08933651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:20.992973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12931.89, "started_at": "2026-05-04T07:22:08.039964+00:00", "ended_at": "2026-05-04T07:22:20.971537+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21776, "cached_input_tokens": 21376, "output_tokens": 130}, "stderr_preview": "2026-05-04T07:22:08.247866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:10.638157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..902d6a17eee3dbf4eaf0dfdee9f78f6ddb2418c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-8568-7602-b56b-6dcf56fe6e9c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"safety\\\", target_col=\\\"class\\\", and target_value='good'. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":2432,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c08a27fc3b2b81dee5028a254085c27d9146d566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"safety\", target_col=\"class\", and target_value='good'. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f88c3d6955bfc682a77329f2f4051a5b5b7265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:52.657429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:55.000908Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:02.321793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef16ec1e13f0301cbb69331382028d9dd34161a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=safety, target_col=class. +Result preview: [{"maint": "low", "safety": "med", "target_rate": 0.18055555555555555}, {"maint": "low", "safety": "high", "target_rate": 0.1388888888888889}, {"maint": "med", "safety": "med", "target_rate": 0.09027777777777778}, {"maint": "med", "safety": "high", "target_rate": 0.06944444444444445}, {"maint": "high", "safety": "high", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb92e44e3de6aca450967234d4196c50daa04a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_d3fb57a38b48b22b +-- problem_id: v2p_c2_51085c93ae29eda0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5331251e9c322d5179c4abdce779f2d20f5d2865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"safety\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"low\", \"safety\": \"high\", \"target_rate\": 0.1388888888888889}, {\"maint\": \"med\", \"safety\": \"med\", \"target_rate\": 0.09027777777777778}, {\"maint\": \"med\", \"safety\": \"high\", \"target_rate\": 0.06944444444444445}, {\"maint\": \"high\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"med\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4484a8e0fd5608d959c69628c20fd64aa910fbb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:56:52.443694+00:00", + "ended_at": "2026-05-04T06:57:03.332786+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d3fb57a38b48b22b", + "problem_id": "v2p_c2_51085c93ae29eda0", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d3fb57a38b48b22b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d3fb57a38b48b22b", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 2432, + "output_tokens": 137, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10864.07, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d3fb57a38b48b22b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6109558a58bcd0afff565d9eaec95790f150eb0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:03.325273+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10864.07, "started_at": "2026-05-04T06:56:52.445400+00:00", "ended_at": "2026-05-04T06:57:03.309452+00:00", "prompt_metrics": {"chars": 5961, "bytes_utf8": 5961, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21797, "cached_input_tokens": 2432, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:56:52.657429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:55.000908Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c245ccd0318f7fe91508fdccb2db87d0ef1e6a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-71d6-7320-80b3-31ab483fafbf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied template tpl_m4_group_condition_rate with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\" using condition_value='2'. This measures, for each doors group, the rate that the same doors value equals '2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45a6ac829163c519ed756a6c62aaaac6250b4334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Applied template tpl_m4_group_condition_rate with group_col=\"doors\" and condition_col=\"doors\" using condition_value='2'. This measures, for each doors group, the rate that the same doors value equals '2'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e05ba4cea6e4c779ac7d73310b45406a6252136 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:58.844556Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:01.211671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:09.325787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4a7a78ba624dc1a3581954eb76ccc9dbf57e40d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "2", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "3", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63e604002fba1e2498d52e2cda6aa121469b6597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_d6078976091d045e +-- problem_id: v2p_c2_e81034b50243b114 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b11874df5268968c2f945d2a8ff4a89d32acfb32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"2\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30eb4e544cb95fe5d00966245e29eaa4727f9671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:58:58.494283+00:00", + "ended_at": "2026-05-04T06:59:10.464507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d6078976091d045e", + "problem_id": "v2p_c2_e81034b50243b114", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d6078976091d045e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d6078976091d045e", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11943.45, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d6078976091d045e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e27f4179c8c6519142cd60caa2231e61544e4930 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d6078976091d045e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:10.456873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11943.45, "started_at": "2026-05-04T06:58:58.495949+00:00", "ended_at": "2026-05-04T06:59:10.438932+00:00", "prompt_metrics": {"chars": 5890, "bytes_utf8": 5890, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21756, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T06:58:58.844556Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:01.211671Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=lug_boot.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac9730f914c0b0f13a97b85844d83736a7a739a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-1634-7e22-8cc7-55b5f884abc6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'high'\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided two-dimensional filtered group count template with group_col=\\\"maint\\\", group_col_2=\\\"lug_boot\\\", and predicate \\\"maint\\\" = 'high'. Grouping by \\\"maint\\\" is redundant after filtering but preserved to match the planned template and bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":21376,"output_tokens":184}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31840cf1855c968f5c832fcbaa7cb1fd386392e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'high'\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY row_count DESC;","notes":"Applied the provided two-dimensional filtered group count template with group_col=\"maint\", group_col_2=\"lug_boot\", and predicate \"maint\" = 'high'. Grouping by \"maint\" is redundant after filtering but preserved to match the planned template and bindings."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d8e466c81daee166c23ac446f53ad8fc5cab93d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:02.044976Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:04.380400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:14.604003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1b2c66995ade19ab07c7c1ad6794cc9aeafe3ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=lug_boot. +Result preview: [{"maint": "high", "lug_boot": "big", "row_count": 144}, {"maint": "high", "lug_boot": "med", "row_count": 144}, {"maint": "high", "lug_boot": "small", "row_count": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..737f4d585d99d945513ffa92b1c04a3d9ec13d7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_d60dee4549f78b4e +-- problem_id: v2p_c2_d8bd85457c6feb84 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'high' +GROUP BY "maint", "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a043057fbd49ade835018f2cf69db26a7efc5bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'high'\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'high'\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"maint\", \"lug_boot\", \"row_count\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"row_count\": 144}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"row_count\": 144}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"row_count\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04fd10b4eac364d620f7e052182dfff6cb9944d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:52:01.826668+00:00", + "ended_at": "2026-05-04T06:52:15.545295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d60dee4549f78b4e", + "problem_id": "v2p_c2_d8bd85457c6feb84", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=lug_boot.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d60dee4549f78b4e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d60dee4549f78b4e", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 21376, + "output_tokens": 184, + "total_tokens": 21972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1816, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13677.65, + "sql_execution_elapsed_ms_total": 2.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d60dee4549f78b4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bea5cb13c6996b3304a6f8ffd2839926b137311 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:15.531269+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13677.65, "started_at": "2026-05-04T06:52:01.829109+00:00", "ended_at": "2026-05-04T06:52:15.507157+00:00", "prompt_metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21788, "cached_input_tokens": 21376, "output_tokens": 184}, "stderr_preview": "2026-05-04T06:52:02.044976Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:04.380400Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=buying, condition_col=buying.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e677487abe0eda2817be4c728ab6af133b9a8f3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-c28b-72c3-bb35-a85727116328"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"buying\\\",\\n SUM(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"buying\\\"\\n)\\nSELECT \\\"buying\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template exactly with group_col=\\\"buying\\\" and condition_col=\\\"buying\\\". Because grouping and condition use the same column, several groups will produce NULL ratios due to zero denominators.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21908,"cached_input_tokens":21376,"output_tokens":274}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0c5dfb2c46e1e115274fa1a2e35967e438318c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"buying\",\n SUM(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"buying\"\n)\nSELECT \"buying\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template exactly with group_col=\"buying\" and condition_col=\"buying\". Because grouping and condition use the same column, several groups will produce NULL ratios due to zero denominators."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef9bde4adb3d24b5125615a598d19c72a405b12a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:46.169246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:48.498938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:58.866842Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ee918d40efeb662afee7aa425c54fafc85d898 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=buying, condition_col=buying. +Result preview: [{"buying": "low", "condition_ratio": 0.0}, {"buying": "high", "condition_ratio": null}, {"buying": "med", "condition_ratio": null}, {"buying": "vhigh", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4addf2a6f35d875bcceb319cd18b3d8aba8cd716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_d652774de5b115e3 +-- problem_id: v2p_c2_57203f87aa069c71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "buying", + SUM(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "buying" +) +SELECT "buying", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..596010724177fa69b5533741ef64c944acb2a6f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"buying\",\n SUM(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"buying\"\n)\nSELECT \"buying\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"buying\\\",\\n SUM(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"buying\\\"\\n)\\nSELECT \\\"buying\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"buying\", \"condition_ratio\"], \"rows\": [{\"buying\": \"low\", \"condition_ratio\": 0.0}, {\"buying\": \"high\", \"condition_ratio\": null}, {\"buying\": \"med\", \"condition_ratio\": null}, {\"buying\": \"vhigh\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b112f491fb0578c26427dcc2b1a8e99826c2547 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:52:45.944567+00:00", + "ended_at": "2026-05-04T06:52:59.731872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d652774de5b115e3", + "problem_id": "v2p_c2_57203f87aa069c71", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=buying, condition_col=buying.", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d652774de5b115e3.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d652774de5b115e3", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 21376, + "output_tokens": 274, + "total_tokens": 22182, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1818, + "estimated_output_tokens": 178, + "estimated_total_tokens": 1996, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13757.01, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d652774de5b115e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cbf139e94b647729cf191d798129dec7edf7576 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d652774de5b115e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:59.722803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13757.01, "started_at": "2026-05-04T06:52:45.946571+00:00", "ended_at": "2026-05-04T06:52:59.703711+00:00", "prompt_metrics": {"chars": 6472, "bytes_utf8": 6472, "lines": 183, "estimated_tokens": 1818}, "response_metrics": {"chars": 691, "bytes_utf8": 691, "lines": 1, "estimated_tokens": 178}, "usage": {"input_tokens": 21908, "cached_input_tokens": 21376, "output_tokens": 274}, "stderr_preview": "2026-05-04T06:52:46.169246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:48.498938Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..231983f3f1af9fb651954ef0558462cdbf4b0599 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-ac08-71e2-8cef-0fc84ba197a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccad7e25f829c188fa3075777178435917accfea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"lug_boot\", target_col=\"class\", target_value='unacc', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a13b5a088da4be0fd401ff5cb0655b75cb4330 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:08.963538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:11.382954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:19.778511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1957334529a59fe5b4c2c3fd6f9103b7a7a1744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, target_col=class. +Result preview: [{"lug_boot": "small", "support": 576, "focus_rate": 0.78125}, {"lug_boot": "med", "support": 576, "focus_rate": 0.6805555555555556}, {"lug_boot": "big", "support": 576, "focus_rate": 0.6388888888888888}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63f1eab38a2eb64a6db467e6dff85fda7ecc3f27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d67c6b9aef36e70d +-- problem_id: v2p_c2_03098c1cafca1d8d +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "lug_boot" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ba78486c244c18ee83c2abb7232d020816f4529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"lug_boot\", \"support\", \"focus_rate\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576, \"focus_rate\": 0.78125}, {\"lug_boot\": \"med\", \"support\": 576, \"focus_rate\": 0.6805555555555556}, {\"lug_boot\": \"big\", \"support\": 576, \"focus_rate\": 0.6388888888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abe59c52a5ca2cb8c5d4b5aa5195f6344ae23d12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:10:08.737078+00:00", + "ended_at": "2026-05-04T07:10:20.386780+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d67c6b9aef36e70d", + "problem_id": "v2p_c2_03098c1cafca1d8d", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, target_col=class.", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d67c6b9aef36e70d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d67c6b9aef36e70d", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11622.18, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d67c6b9aef36e70d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3af433a7ffe0874952d447ca31f3bb35108691ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:20.369845+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11622.18, "started_at": "2026-05-04T07:10:08.739239+00:00", "ended_at": "2026-05-04T07:10:20.361161+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:10:08.963538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:11.382954Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d9e64b535487308c64b9f2d1262faf4ba7693d12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d67c6b9aef36e70d", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11622.18, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d67c6b9aef36e70d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d98b7c0fa92aa37ae4f37e3bec7ceb05246004c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5779, "bytes_utf8": 5779, "lines": 180, "estimated_tokens": 1631}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e6349cd3a312038d4985afb383904283377a062 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d7d6ee53831b77d4", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1718, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10400.8, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d7d6ee53831b77d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..116da291123c22c256f5a925feea58bb1335ab55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:18:47.575566+00:00", + "ended_at": "2026-05-04T07:18:57.976035+00:00", + "elapsed_ms": 10400.8, + "prompt_metrics": { + "chars": 5779, + "bytes_utf8": 5779, + "lines": 180, + "estimated_tokens": 1631 + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": 195 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": 87 + }, + "usage": { + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 104 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..778abcea31be55ec0e1b2976d9ca208eec3be6f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b6c9df09e629a5afab2dae9b3c34b9b1d221dcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-96c7-7702-a1f6-e669652a16f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template with group_col=\\\"persons\\\" and entity_col=\\\"persons\\\" on the single table \\\"c2\\\", quoting identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2773e0c34381518682fa4835edbcb64ea7376377 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Used the provided template with group_col=\"persons\" and entity_col=\"persons\" on the single table \"c2\", quoting identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6291da6cbdb858dd360ace801ef633596aa19180 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:47.869517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:50.460041Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:57.244817Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fad9e710ddfb575eef5682006df0354b99acee0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "distinct_entities": 1}, {"persons": "4", "distinct_entities": 1}, {"persons": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b47d806695bcf40fb30f8036de9440d1c5c01a46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d7d6ee53831b77d4 +-- problem_id: v2p_c2_2bdb513447f80090 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c81becdf04dd6a6f55be45e7a2c523a72529314 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"more\", \"distinct_entities\": 1}, {\"persons\": \"4\", \"distinct_entities\": 1}, {\"persons\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15a3ab6a8a9e2ba50732d725b66e5ffcbc88f8ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:18:47.573166+00:00", + "ended_at": "2026-05-04T07:18:58.005673+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d7d6ee53831b77d4", + "problem_id": "v2p_c2_2bdb513447f80090", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d7d6ee53831b77d4.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d7d6ee53831b77d4", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1718, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10400.8, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d7d6ee53831b77d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54589b948d8d0b221e08918eed9bb359f8109ae3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:57.992753+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10400.8, "started_at": "2026-05-04T07:18:47.575566+00:00", "ended_at": "2026-05-04T07:18:57.976035+00:00", "prompt_metrics": {"chars": 5779, "bytes_utf8": 5779, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:18:47.869517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:50.460041Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfb00519e8c5d6edb8c5bebba30e43cbcf233b2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-f623-7211-b4ce-6e121220ee7f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"buying\\\", target_col bound to \\\"class\\\", target_value fixed to 'vgood', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb9a3372a15ee1ae1c6b2e4982449b673dcda1b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the required Tail Target-Rate Extremes template with group_col bound to \"buying\", target_col bound to \"class\", target_value fixed to 'vgood', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05edca8d601c2f375f4aff0345ae4be9b1a7cb8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:33.476764Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:35.947716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:46.706965Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1e8a1b1b848d7761396b5f52c4af8ca4627a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "low", "support": 432, "focus_rate": 0.09027777777777778}, {"buying": "med", "support": 432, "focus_rate": 0.06018518518518518}, {"buying": "high", "support": 432, "focus_rate": 0.0}, {"buying": "vhigh", "support": 432, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e91a2582562b0bf8cf5503e1787dd8c3fc625818 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d879a4ae632cdbdc +-- problem_id: v2p_c2_1dcebda838691833 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b732b215587e2ce2351b61ff48f0b3f3e2d3c6b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.09027777777777778}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.06018518518518518}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.0}, {\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04672196870536e25bde86bf1b8ee360d35a55bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:11:33.263882+00:00", + "ended_at": "2026-05-04T07:11:47.399690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d879a4ae632cdbdc", + "problem_id": "v2p_c2_1dcebda838691833", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_d879a4ae632cdbdc.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d879a4ae632cdbdc", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 156, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1863, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14098.69, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d879a4ae632cdbdc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac8b66ccdfea6729714038ce8ee1cf8b8be8f808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:47.383105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14098.69, "started_at": "2026-05-04T07:11:33.266353+00:00", "ended_at": "2026-05-04T07:11:47.365457+00:00", "prompt_metrics": {"chars": 5999, "bytes_utf8": 5999, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:11:33.476764Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:35.947716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col bound to \\\"buying\\\", target_col bound to \\\"class\\\", target_value fixed to 'vgood', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f03a48f62a932d205aa06dfd6b79e82ba1b0a9eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d879a4ae632cdbdc", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 156, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1863, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14098.69, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_d879a4ae632cdbdc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..386e14994c27fa9f848f6ac95d361ffbfdc128d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "high", "support": 576, "support_share": 0.3333333333333333, "cumulative_support": 576}, {"value_label": "low", "support": 576, "support_share": 0.3333333333333333, "cumulative_support": 1152}, {"value_label": "med", "support": 576, "support_share": 0.3333333333333333, "cumulative_support": 1728}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b81fd7c4cb5de8a288ab27a262fc347c90292a55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_dafbace0f8e8f3a9 +-- problem_id: v2p_c2_4c62b9c1f83f5e4d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "safety" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "safety" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..796efe04914e936ebd9a92fb0e5e52372f56daa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: c2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c2_dafbace0f8e8f3a9\n-- problem_id: v2p_c2_4c62b9c1f83f5e4d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"safety\" AS value_label, COUNT(*) AS support\n FROM \"c2\"\n GROUP BY \"safety\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: c2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c2_dafbace0f8e8f3a9\\n-- problem_id: v2p_c2_4c62b9c1f83f5e4d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"safety\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"high\", \"support\": 576, \"support_share\": 0.3333333333333333, \"cumulative_support\": 576}, {\"value_label\": \"low\", \"support\": 576, \"support_share\": 0.3333333333333333, \"cumulative_support\": 1152}, {\"value_label\": \"med\", \"support\": 576, \"support_share\": 0.3333333333333333, \"cumulative_support\": 1728}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38aa4314cb4c0b86a4726dcafd99d8b1ea9b7dc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:23:12.020318+00:00", + "ended_at": "2026-05-04T07:23:12.024696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dafbace0f8e8f3a9", + "problem_id": "v2p_c2_4c62b9c1f83f5e4d", + "dataset_id": "c2", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_dafbace0f8e8f3a9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5149e60574375d72ed20880d1cf74c6eb9c041c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1685}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21773, "cached_input_tokens": 19840, "output_tokens": 199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc0f2a013dc668dcecd6fbbe0cf0538819dc1e38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dbdaae1f154dbf42", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 21972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1820, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15909.1, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_dbdaae1f154dbf42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9999e9824dbbc575d10b28c97ecdcad671c5d5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:21:00.522071+00:00", + "ended_at": "2026-05-04T07:21:16.431607+00:00", + "elapsed_ms": 15909.1, + "prompt_metrics": { + "chars": 5985, + "bytes_utf8": 5985, + "lines": 184, + "estimated_tokens": 1685 + }, + "stdout_metrics": { + "chars": 904, + "bytes_utf8": 904, + "lines": 4, + "estimated_tokens": 250 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13248 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 566, + "bytes_utf8": 566, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 21773, + "cached_input_tokens": 19840, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e25af82452d05b11bf77d72607e78a24d5bbbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "maint", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70923e203a660acb936cf5602d65f27eb4f17ad0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-aaf7-7460-8675-42a3ea89b6ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the required template and fixed bindings exactly as provided: group_col=\\\"maint\\\", entity_col=\\\"maint\\\", predicate_col=\\\"safety\\\", predicate_op=\\\"=\\\", predicate_value='high', top_k=19. Because the grouped column and distinct-counted column are the same, each returned group will have distinct_entities = 1 if present.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":19840,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddddac7b0a80fc9aa42b900d8c6ed1e93a682718 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Used the required template and fixed bindings exactly as provided: group_col=\"maint\", entity_col=\"maint\", predicate_col=\"safety\", predicate_op=\"=\", predicate_value='high', top_k=19. Because the grouped column and distinct-counted column are the same, each returned group will have distinct_entities = 1 if present."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e616e78e3452cc84f4b407d8a6ebfe61a5e9c691 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:04.201727Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:06.532838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:15.420907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0c5c15faadd81f603758719d1f3bd42d6238ec5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "distinct_entities": 1}, {"maint": "med", "distinct_entities": 1}, {"maint": "low", "distinct_entities": 1}, {"maint": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94c4760956b376f61b2eaa0a68c8e1b3e9989505 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_dbdaae1f154dbf42 +-- problem_id: v2p_c2_01e9c4b2ff40ac85 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac3012bb91f60e80d18254502f2d0188cdce1161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"vhigh\", \"distinct_entities\": 1}, {\"maint\": \"med\", \"distinct_entities\": 1}, {\"maint\": \"low\", \"distinct_entities\": 1}, {\"maint\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed9273557c4554dd33a0bdcda73860a095e3756a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:21:00.519087+00:00", + "ended_at": "2026-05-04T07:21:16.471562+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dbdaae1f154dbf42", + "problem_id": "v2p_c2_01e9c4b2ff40ac85", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "maint", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_dbdaae1f154dbf42.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dbdaae1f154dbf42", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 21972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1820, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15909.1, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_dbdaae1f154dbf42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19d2916cbffb3daf06b0261c87695d1f2152ebf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:16.453573+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15909.1, "started_at": "2026-05-04T07:21:00.522071+00:00", "ended_at": "2026-05-04T07:21:16.431607+00:00", "prompt_metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21773, "cached_input_tokens": 19840, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:21:04.201727Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:06.532838Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=lug_boot, condition_col=lug_boot.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "med", + "positive_value": "big", + "negative_value": "med", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4f194b11086ccf5473e8823c6adfb8acb5d4195 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-6112-7b63-9a2b-cfce5d83963b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"lug_boot\\\" and condition_col=\\\"lug_boot\\\", using condition_value='med'. This measures the within-group proportion of rows where lug_boot is med for each lug_boot group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21761,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaf217bc7c2f095f5ade01f3422211543df8ce6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"lug_boot\" and condition_col=\"lug_boot\", using condition_value='med'. This measures the within-group proportion of rows where lug_boot is med for each lug_boot group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2197671f30bb1bdb7496f993960b74289bbf1b11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:00.061713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:02.354241Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:10.486564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..604d28fec606b9a6638c8cc762523886459e5bca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=lug_boot, condition_col=lug_boot. +Result preview: [{"lug_boot": "med", "condition_rate": 1.0}, {"lug_boot": "small", "condition_rate": 0.0}, {"lug_boot": "big", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..33e90cb5c39d974f2b938a89e81e8ca9cb6becc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_dd8c0e450712a461 +-- problem_id: v2p_c2_23a22096f9ced68e +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43f7dccbc9d524cdf2dce3b4819391623e3c4846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"lug_boot\", \"condition_rate\"], \"rows\": [{\"lug_boot\": \"med\", \"condition_rate\": 1.0}, {\"lug_boot\": \"small\", \"condition_rate\": 0.0}, {\"lug_boot\": \"big\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8adda5ae444a4f60bafab9be6746a91ca71a0542 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:59:59.707774+00:00", + "ended_at": "2026-05-04T07:00:11.324625+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dd8c0e450712a461", + "problem_id": "v2p_c2_23a22096f9ced68e", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=lug_boot, condition_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "med", + "positive_value": "big", + "negative_value": "med", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_dd8c0e450712a461.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dd8c0e450712a461", + "api_calls": 0, + "input_tokens": 21761, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 21892, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1671, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11579.39, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_dd8c0e450712a461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3875d316e977ec0d651cbda291e1a6c60d820f1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd8c0e450712a461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:11.316145+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11579.39, "started_at": "2026-05-04T06:59:59.707774+00:00", "ended_at": "2026-05-04T07:00:11.299413+00:00", "prompt_metrics": {"chars": 5915, "bytes_utf8": 5915, "lines": 183, "estimated_tokens": 1671}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21761, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:00:00.061713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:02.354241Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..362fea10665360e5c2703adbd7126b7afcbc485a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-9473-7f00-ab4c-20d9f87a3389"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"lug_boot\\\",\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"lug_boot\\\"\\n)\\nSELECT \\\"lug_boot\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the planned template exactly with group_col=\\\"lug_boot\\\" and condition_col=\\\"lug_boot\\\", comparing 'big' to 'med'. Because the grouping column and condition column are the same, some groups will yield NULL ratios due to zero denominators.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21908,"cached_input_tokens":19840,"output_tokens":283}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ae7a1f5ef02d2c791cd6b3d6f09f43a340441c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"lug_boot\",\n SUM(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"lug_boot\"\n)\nSELECT \"lug_boot\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the planned template exactly with group_col=\"lug_boot\" and condition_col=\"lug_boot\", comparing 'big' to 'med'. Because the grouping column and condition column are the same, some groups will yield NULL ratios due to zero denominators."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a275c62268255279b0747f08976671d1e2dd28e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:39.876456Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:42.214709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:52.304599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd485ff8ee5fb6289dddfb717d792c794428cccd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=lug_boot, condition_col=lug_boot. +Result preview: [{"lug_boot": "med", "condition_ratio": 0.0}, {"lug_boot": "big", "condition_ratio": null}, {"lug_boot": "small", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd45eb204233695ad461a7b7eff4beb811b64992 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_dd96dce51bcaa81b +-- problem_id: v2p_c2_016468a6aa2522ad +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "lug_boot", + SUM(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "lug_boot" +) +SELECT "lug_boot", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b4cd99e51ab81f1e849fbffcf4eab8db847f682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"lug_boot\",\n SUM(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"lug_boot\"\n)\nSELECT \"lug_boot\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"lug_boot\\\",\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"lug_boot\\\"\\n)\\nSELECT \\\"lug_boot\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"lug_boot\", \"condition_ratio\"], \"rows\": [{\"lug_boot\": \"med\", \"condition_ratio\": 0.0}, {\"lug_boot\": \"big\", \"condition_ratio\": null}, {\"lug_boot\": \"small\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..336e11a02397c0689a02a59836c995f994c68aa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:53:39.660969+00:00", + "ended_at": "2026-05-04T06:53:53.171386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dd96dce51bcaa81b", + "problem_id": "v2p_c2_016468a6aa2522ad", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_dd96dce51bcaa81b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dd96dce51bcaa81b", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 19840, + "output_tokens": 283, + "total_tokens": 22191, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1818, + "estimated_output_tokens": 187, + "estimated_total_tokens": 2005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13481.04, + "sql_execution_elapsed_ms_total": 1.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_dd96dce51bcaa81b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cdf863bdcdf81a8d1ba3862670d3881b4df8a2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:53.162191+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13481.04, "started_at": "2026-05-04T06:53:39.663549+00:00", "ended_at": "2026-05-04T06:53:53.144719+00:00", "prompt_metrics": {"chars": 6478, "bytes_utf8": 6478, "lines": 183, "estimated_tokens": 1818}, "response_metrics": {"chars": 735, "bytes_utf8": 735, "lines": 1, "estimated_tokens": 187}, "usage": {"input_tokens": 21908, "cached_input_tokens": 19840, "output_tokens": 283}, "stderr_preview": "2026-05-04T06:53:39.876456Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:42.214709Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0c990e15af10aef3c6b5375d2ac182cd04c09e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-57ba-77a1-96c8-346c5a0f9403"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with bound roles group_col=\\\"class\\\" and entity_col=\\\"class\\\" on the single table \\\"c2\\\". Because the grouping column and distinct entity column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be34c18db6969dcc128778e5a82e1e21f18a0928 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the required template with bound roles group_col=\"class\" and entity_col=\"class\" on the single table \"c2\". Because the grouping column and distinct entity column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7537e465c93afdc9b036c7c2d139a191d1ef68d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:37.227679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:39.806655Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:49.188377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..334bbd85b92f2f52984ca70200791c2b41f1caf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "distinct_entities": 1}, {"class": "unacc", "distinct_entities": 1}, {"class": "good", "distinct_entities": 1}, {"class": "acc", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be3f6d5b484ac0f9629d88dd9f4db17bcdae8323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_df6757d752c12702 +-- problem_id: v2p_c2_4a63d17b6572280f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eca13757da5b5199b6f78de79ef156fd02f8864 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"vgood\", \"distinct_entities\": 1}, {\"class\": \"unacc\", \"distinct_entities\": 1}, {\"class\": \"good\", \"distinct_entities\": 1}, {\"class\": \"acc\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..387461e8b5279295df0c6d1cd70206905809017f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:19:37.016695+00:00", + "ended_at": "2026-05-04T07:19:49.987067+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_df6757d752c12702", + "problem_id": "v2p_c2_4a63d17b6572280f", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_df6757d752c12702.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_df6757d752c12702", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 21872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12935.74, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_df6757d752c12702\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38f68466f2ad57d401ab710564ce9776562f7921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_df6757d752c12702/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:49.973056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12935.74, "started_at": "2026-05-04T07:19:37.020167+00:00", "ended_at": "2026-05-04T07:19:49.955723+00:00", "prompt_metrics": {"chars": 5771, "bytes_utf8": 5771, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21719, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:19:37.227679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:39.806655Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "entity_col": "maint", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ce6d1d541bf194b6971098c74709e077e5779e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-7465-7ad2-b50f-ab95e6181a5c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Filled the provided template exactly with group_col=\\\"maint\\\", entity_col=\\\"maint\\\", and predicate maint = 'med' using only the single table and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":6528,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eede7f851a397f0c5c1c18ab038ed5c31a28bafe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Filled the provided template exactly with group_col=\"maint\", entity_col=\"maint\", and predicate maint = 'med' using only the single table and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd074e2c0d2cb9e77d8c1c7e25c2de90ea2dcf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:50.095865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:52.436858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:59.542433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e9d96dd2be9d9db308ec05a01385e890c336d28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=maint. +Result preview: [{"maint": "med", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..379c2d2b999ba1609ba4c234a1ef768979af00d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_e0838ef0e42f332a +-- problem_id: v2p_c2_eaa960e7094c9cf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..822b41d91d2bc9ba64c8401077662a1beea7f1d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"med\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c79cfe2d8e94ada36ad2a3689062fc005a5c380f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:20:49.865602+00:00", + "ended_at": "2026-05-04T07:21:00.515942+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e0838ef0e42f332a", + "problem_id": "v2p_c2_eaa960e7094c9cf2", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "entity_col": "maint", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e0838ef0e42f332a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e0838ef0e42f332a", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 6528, + "output_tokens": 114, + "total_tokens": 21887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10617.26, + "sql_execution_elapsed_ms_total": 0.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e0838ef0e42f332a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8e4cd516fe2a333eca10257a196fce44350eea7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:00.505694+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10617.26, "started_at": "2026-05-04T07:20:49.867485+00:00", "ended_at": "2026-05-04T07:21:00.484297+00:00", "prompt_metrics": {"chars": 5984, "bytes_utf8": 5984, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21773, "cached_input_tokens": 6528, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:20:50.095865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:52.436858Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=safety.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6154cb25336afd3a7d23360c24f1a80c49b3b475 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-a725-7912-8e46-1654559cd33a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 19;\",\"notes\":\"Used the planned Pairwise Sparse Slice Count template with group_col=\\\"maint\\\", group_col_2=\\\"safety\\\", and top_k=19. Query is single-table, SQLite-compatible, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":21376,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..989f3227185cb85f765521098d744ec8e590ab62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 19;","notes":"Used the planned Pairwise Sparse Slice Count template with group_col=\"maint\", group_col_2=\"safety\", and top_k=19. Query is single-table, SQLite-compatible, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..980ebc2c282c2048a0d8b26e18eb0260f9073aaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:46.517270Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:48.855658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:57.573532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d14630a8ea5a21588e96ebde638fc7f6f41b8d86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=safety. +Result preview: [{"maint": "high", "safety": "high", "support": 144}, {"maint": "high", "safety": "low", "support": 144}, {"maint": "high", "safety": "med", "support": 144}, {"maint": "low", "safety": "high", "support": 144}, {"maint": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..97e4598c98bace0b3bff70445a149ba4558785af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_e0b9bd44e58b0470 +-- problem_id: v2p_c2_eac01dac41e747e5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98108827cc51e14d23ea20507523812fc6345c5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 19;\", \"columns\": [\"maint\", \"safety\", \"support\"], \"rows\": [{\"maint\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0971b0ffedb672f4340226266b4a3f572c7698e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:17:46.277074+00:00", + "ended_at": "2026-05-04T07:17:58.570646+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e0b9bd44e58b0470", + "problem_id": "v2p_c2_eac01dac41e747e5", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=safety.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e0b9bd44e58b0470.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e0b9bd44e58b0470", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 131, + "total_tokens": 21904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12249.0, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e0b9bd44e58b0470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1edfaff28328a22d5da9043191b94da47aaedfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:58.548016+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12249.0, "started_at": "2026-05-04T07:17:46.279750+00:00", "ended_at": "2026-05-04T07:17:58.528635+00:00", "prompt_metrics": {"chars": 5827, "bytes_utf8": 5827, "lines": 180, "estimated_tokens": 1685}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21773, "cached_input_tokens": 21376, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:17:46.517270Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:48.855658Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f7549fff4132ace82c03cc8afbb847d4313d7fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-30bc-7990-9365-f85a2361706c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=lug_boot, target_col=class, and target_value='unacc' using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21801,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18cf3a76aee144b1b85a49cd5f30f3c20537928a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=lug_boot, target_col=class, and target_value='unacc' using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78e002c8f9602dcd882e765c88d6b3449875b876 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T06:54:19.900359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:24.930247Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T06:54:29.744747Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa9cc63bcb2443b9b764ea41f6f8ab8bb19f8950 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=lug_boot, target_col=class. +Result preview: [{"buying": "vhigh", "lug_boot": "small", "target_rate": 0.9027777777777778}, {"buying": "high", "lug_boot": "small", "target_rate": 0.8541666666666666}, {"buying": "vhigh", "lug_boot": "med", "target_rate": 0.8194444444444444}, {"buying": "vhigh", "lug_boot": "big", "target_rate": 0.7777777777777778}, {"buying": "high", "lug_boot": "med", "target_rate": 0.7291666666666666}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0df7282c09d055a4b60b58f67921da33c815e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e20564d01d7a2bd9 +-- problem_id: v2p_c2_08f5dcd484429a7d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8390ba5a45e691dfdb2e68398b6a5cee3f1869f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.9027777777777778}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.8541666666666666}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.8194444444444444}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.7777777777777778}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.7291666666666666}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.7083333333333334}, {\"buying\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.6666666666666666}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.6597222222222222}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.5972222222222222}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.5763888888888888}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07cc426c59f8506bc70c4d760fc87501cfc40dff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:54:19.649525+00:00", + "ended_at": "2026-05-04T06:54:30.493920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e20564d01d7a2bd9", + "problem_id": "v2p_c2_08f5dcd484429a7d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e20564d01d7a2bd9.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e20564d01d7a2bd9", + "api_calls": 0, + "input_tokens": 21801, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 21941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1711, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1835, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10818.19, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e20564d01d7a2bd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a5dd0f5cb0b4386004f7b4e4a5b903e8e1b621b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:30.483251+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10818.19, "started_at": "2026-05-04T06:54:19.649525+00:00", "ended_at": "2026-05-04T06:54:30.473883+00:00", "prompt_metrics": {"chars": 5968, "bytes_utf8": 5968, "lines": 183, "estimated_tokens": 1711}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21801, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T06:54:19.900359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:24.930247Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T06:54:29.744747Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T07:07:17.320452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18f8ace667517028fc78d028d90d7224fc96c62d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=safety. +Result preview: [{"maint": "high", "safety": "high", "support": 144}, {"maint": "high", "safety": "low", "support": 144}, {"maint": "high", "safety": "med", "support": 144}, {"maint": "low", "safety": "high", "support": 144}, {"maint": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7bd60a06637cb1b20a7aaa15aa95e7c9179eac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_e2489fb970a1200d +-- problem_id: v2p_c2_c1094278c7e85205 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", COUNT(*) AS "support" +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c42a9046e399ba063e6b3955fe494a8c06f20da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"safety\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY \"support\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"safety\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\", \"columns\": [\"maint\", \"safety\", \"support\"], \"rows\": [{\"maint\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..291f3240fb752829e7b5d3c09ebbc6126b747d55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:07:06.373441+00:00", + "ended_at": "2026-05-04T07:07:18.267241+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e2489fb970a1200d", + "problem_id": "v2p_c2_c1094278c7e85205", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=safety.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e2489fb970a1200d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e2489fb970a1200d", + "api_calls": 0, + "input_tokens": 21736, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1648, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11850.46, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e2489fb970a1200d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccd61044dec203c4957dd0c57f3d3587d1f561cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e2489fb970a1200d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:18.246012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11850.46, "started_at": "2026-05-04T07:07:06.375764+00:00", "ended_at": "2026-05-04T07:07:18.226462+00:00", "prompt_metrics": {"chars": 5760, "bytes_utf8": 5760, "lines": 180, "estimated_tokens": 1648}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21736, "cached_input_tokens": 19840, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:07:06.712655Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:09.257274Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cf02dc63b6e670f12d0a3475ae04cc8a01e3f7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-8d4e-7ed2-9538-aca319564072"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 17;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"class\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":19840,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5f829491ceec6d53b688a63c73c48f867b7d933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 17;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"class\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9948d3852c53085e93e6ba2e128aab6f32f4869 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:17.749372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:20.368989Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:26.893802Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a851c3933cc2c6b02fa56e72c4af4cc4f458f25c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "support": 65}, {"class": "good", "support": 69}, {"class": "acc", "support": 384}, {"class": "unacc", "support": 1210}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..566b5986f8bde4f6a1e6899f4261f284897f440d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_e6f72507c44aa977 +-- problem_id: v2p_c2_6fd83f961b31ae16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5205489a1f5fc3f695ab30b1058085a326a7e213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 17;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}, {\"class\": \"good\", \"support\": 69}, {\"class\": \"acc\", \"support\": 384}, {\"class\": \"unacc\", \"support\": 1210}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93471cb320407db62bbe1e479134c02d60180107 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:13:17.520594+00:00", + "ended_at": "2026-05-04T07:13:27.584934+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e6f72507c44aa977", + "problem_id": "v2p_c2_6fd83f961b31ae16", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e6f72507c44aa977.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e6f72507c44aa977", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 19840, + "output_tokens": 100, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1701, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10021.91, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e6f72507c44aa977\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c0abab8e308aee809f61becfdfbf394e30d4f62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e6f72507c44aa977/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:27.560788+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10021.91, "started_at": "2026-05-04T07:13:17.522275+00:00", "ended_at": "2026-05-04T07:13:27.544747+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21705, "cached_input_tokens": 19840, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:13:17.749372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:20.368989Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=persons, condition_col=persons.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..069ff0027198af89bce2237e013f57dc99b98a0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-605b-7851-bfdc-641bfbbabac2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"persons\\\",\\n SUM(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"persons\\\"\\n)\\nSELECT \\\"persons\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template with both group_col and condition_col bound to \\\"persons\\\", using positive_value='2' and negative_value='4'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":19840,"output_tokens":271}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8b17959ca42f17f5636d2925766c7be838d027f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"persons\",\n SUM(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"persons\"\n)\nSELECT \"persons\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned grouped ratio template with both group_col and condition_col bound to \"persons\", using positive_value='2' and negative_value='4'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ddc77120a8b2a715c588a365feb1b55584e650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:26.543935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:28.816708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:38.842761Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..640b4c6ccbc3a6d66ea2fa39d1a21d234e423403 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=persons, condition_col=persons. +Result preview: [{"persons": "4", "condition_ratio": 0.0}, {"persons": "2", "condition_ratio": null}, {"persons": "more", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8336b3734c116c49ec93c211696f532f72dbc231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_e7487f64ef4d3a7a +-- problem_id: v2p_c2_1f37b82bd3cc9d45 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "persons", + SUM(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "persons" +) +SELECT "persons", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cba8f6a9690fe9f8d9526565348ec14f2d0ad763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"persons\",\n SUM(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"persons\"\n)\nSELECT \"persons\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"persons\\\",\\n SUM(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"persons\\\"\\n)\\nSELECT \\\"persons\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"persons\", \"condition_ratio\"], \"rows\": [{\"persons\": \"4\", \"condition_ratio\": 0.0}, {\"persons\": \"2\", \"condition_ratio\": null}, {\"persons\": \"more\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21ea97f51255f3ec6ee18fc92fc469f9acaa4b2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:53:26.356443+00:00", + "ended_at": "2026-05-04T06:53:39.658757+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e7487f64ef4d3a7a", + "problem_id": "v2p_c2_1f37b82bd3cc9d45", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=persons, condition_col=persons.", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e7487f64ef4d3a7a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e7487f64ef4d3a7a", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 19840, + "output_tokens": 271, + "total_tokens": 22175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 163, + "estimated_total_tokens": 1977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13274.68, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e7487f64ef4d3a7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9db7bda940f29893708a72123ba73542ba9d064 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:39.647185+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13274.68, "started_at": "2026-05-04T06:53:26.358728+00:00", "ended_at": "2026-05-04T06:53:39.633177+00:00", "prompt_metrics": {"chars": 6467, "bytes_utf8": 6467, "lines": 183, "estimated_tokens": 1814}, "response_metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 21904, "cached_input_tokens": 19840, "output_tokens": 271}, "stderr_preview": "2026-05-04T06:53:26.543935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:28.816708Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..735ec35d6a3c82cee9e60723326761832fc2fa71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-f6ab-7220-9887-81e4a5bdb38c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"maint\\\", group_col_2=\\\"persons\\\", target_col=\\\"class\\\", target_value='unacc'. SQLite-compatible, single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":2432,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d374a5ea60c4982c31799380e18af2f8eec32342 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"maint\", group_col_2=\"persons\", target_col=\"class\", target_value='unacc'. SQLite-compatible, single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..639496b0acd9785dc26969bea1ad80a3571e71d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:16.117551Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:18.550503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:28.716207Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51878b593b4162cdc0c7e828dbae3d79f7f166b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=persons, target_col=class. +Result preview: [{"maint": "high", "persons": "2", "target_rate": 1.0}, {"maint": "low", "persons": "2", "target_rate": 1.0}, {"maint": "med", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "4", "target_rate": 0.75}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f6a302e32e064847a27c6f639d4b5250e83774e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e83f868d42490e74 +-- problem_id: v2p_c2_689cf7f43593445d +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc4725bb0775574b236a0148863df2e3f77fd020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"persons\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"target_rate\": 0.75}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"target_rate\": 0.75}, {\"maint\": \"high\", \"persons\": \"more\", \"target_rate\": 0.5972222222222222}, {\"maint\": \"high\", \"persons\": \"4\", \"target_rate\": 0.5833333333333334}, {\"maint\": \"low\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"med\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"low\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}, {\"maint\": \"med\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..acd4d493eeb019e8969b0a37efc8cc53671ea7f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:56:15.886545+00:00", + "ended_at": "2026-05-04T06:56:29.417246+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e83f868d42490e74", + "problem_id": "v2p_c2_689cf7f43593445d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_e83f868d42490e74.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e83f868d42490e74", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 2432, + "output_tokens": 134, + "total_tokens": 21930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13502.71, + "sql_execution_elapsed_ms_total": 1.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_e83f868d42490e74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d104cbebbf9613d562956322e20364972d1375ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_e83f868d42490e74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:29.402591+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13502.71, "started_at": "2026-05-04T06:56:15.889542+00:00", "ended_at": "2026-05-04T06:56:29.391326+00:00", "prompt_metrics": {"chars": 5960, "bytes_utf8": 5960, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21796, "cached_input_tokens": 2432, "output_tokens": 134}, "stderr_preview": "2026-05-04T06:56:16.117551Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:18.550503Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab97215ff75557e19e6098f4ecd38cc2793ec7df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-5a4d-7a53-be01-5ff3d391f81e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"maint\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='acc'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7127c09e434cdf458ac26baae023c21e02dfc42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"maint\", group_col_2=\"lug_boot\", target_col=\"class\", target_value='acc'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b135953b25693644ecd9281d2b8175049cca182c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:41.621583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:44.097200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:51.717544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc57fac5ed1c9942b465274b78b09b12c4dbb637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=lug_boot, target_col=class. +Result preview: [{"maint": "high", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "med", "target_rate": 0.2777777777777778}, {"maint": "high", "lug_boot": "med", "target_rate": 0.2569444444444444}, {"maint": "med", "lug_boot": "small", "target_rate": 0.24305555555555555}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d31941a4febf02795495068ee40ef3d6ec70df72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_eab5ecb5a40ec580 +-- problem_id: v2p_c2_da0bd59e9de035b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3cd8252141a3126665a23d934ae6555670416fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.2569444444444444}, {\"maint\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.09722222222222222}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f5b3b864b1878ef047cbb23bb3468372307f00b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:56:41.400725+00:00", + "ended_at": "2026-05-04T06:56:52.441204+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_eab5ecb5a40ec580", + "problem_id": "v2p_c2_da0bd59e9de035b2", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_eab5ecb5a40ec580.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_eab5ecb5a40ec580", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 21935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1829, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11013.16, + "sql_execution_elapsed_ms_total": 2.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_eab5ecb5a40ec580\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24dc1cdc6369b55a4b260e672da192240e4f8eb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:52.429781+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11013.16, "started_at": "2026-05-04T06:56:41.401840+00:00", "ended_at": "2026-05-04T06:56:52.415682+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21798, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:56:41.621583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:44.097200Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1b31efaf51c744f7fd83e5a041b29e9917b7d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-f158-7462-aebb-824a11bfb0a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"buying\\\" and predicate on \\\"lug_boot\\\" = 'small'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c749bfd67c6da1c5601648519f9026ea5090bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"buying\" and predicate on \"lug_boot\" = 'small'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eb07d0acf45273dbf95aef115b55f51fb74a200 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:48.022255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:50.651402Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:58.552417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..600659da69a127684e1804b039a93b3fcedc93ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "support": 144}, {"buying": "med", "support": 144}, {"buying": "low", "support": 144}, {"buying": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4da1d5a0e1629af32db98d34a4d71eaaacf385ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_eddde72db2ee0b51 +-- problem_id: v2p_c2_7d7a5a2f9feba6e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd2db0082ba68953cc3f1bec22af10ebc262707f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 144}, {\"buying\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"support\": 144}, {\"buying\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ca9a958a0d32f349818af98c59ec0dbee8980fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:02:47.750880+00:00", + "ended_at": "2026-05-04T07:02:59.297625+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_eddde72db2ee0b51", + "problem_id": "v2p_c2_7d7a5a2f9feba6e8", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_eddde72db2ee0b51.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_eddde72db2ee0b51", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1760, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11518.14, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_eddde72db2ee0b51\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b60275a0c658d49d4f743b8ceec79b9b479a80e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:59.288293+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11518.14, "started_at": "2026-05-04T07:02:47.754361+00:00", "ended_at": "2026-05-04T07:02:59.272111+00:00", "prompt_metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:02:48.022255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:50.651402Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4e644bbfba947513143e465ce4c28fa2083803 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-3ba5-7372-b182-9a4b569cb852"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"doors\\\", group_col_2=\\\"persons\\\", target_col=\\\"class\\\", and target_value='unacc'. Uses only the provided single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09b2046a37f67b146c091a189ef5949e2fd654a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"doors\", group_col_2=\"persons\", target_col=\"class\", and target_value='unacc'. Uses only the provided single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b4a268bbb8f361fd59abe694a98176176c0adca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:39.326502Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:41.680150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:49.185165Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fa305f41cdf90269a44029ae711d0cba4bee044 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=persons, target_col=class. +Result preview: [{"doors": "2", "persons": "2", "target_rate": 1.0}, {"doors": "3", "persons": "2", "target_rate": 1.0}, {"doors": "4", "persons": "2", "target_rate": 1.0}, {"doors": "5more", "persons": "2", "target_rate": 1.0}, {"doors": "2", "persons": "more", "target_rate": 0.6944444444444444}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9eff55ab1ed235da488f10d69456f5749627a771 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_ee91e779f1cbe10c +-- problem_id: v2p_c2_49fd27f9cf60862d +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0ae7357b8be12aa6d8d24f04846a34edad4a158 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"persons\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"3\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"4\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"5more\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"2\", \"persons\": \"more\", \"target_rate\": 0.6944444444444444}, {\"doors\": \"2\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32f2de89df2c8123dd9e641404e76b0d31c0f6e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:57:39.064694+00:00", + "ended_at": "2026-05-04T06:57:50.079826+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ee91e779f1cbe10c", + "problem_id": "v2p_c2_49fd27f9cf60862d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_ee91e779f1cbe10c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ee91e779f1cbe10c", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 21932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10976.88, + "sql_execution_elapsed_ms_total": 1.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_ee91e779f1cbe10c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..463355c40faa9e554eaea0f3594793a2798c37c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:50.060802+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10976.88, "started_at": "2026-05-04T06:57:39.067322+00:00", "ended_at": "2026-05-04T06:57:50.044069+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21797, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T06:57:39.326502Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:41.680150Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "safety", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6d6c3c40ce848ec84471cc3d4203af82025ad30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-d84d-7153-bf55-21b21f971d12"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided template and fixed bindings exactly: group_col=\\\"safety\\\", entity_col=\\\"safety\\\", predicate_col=\\\"doors\\\", predicate_op=\\\"=\\\", predicate_value='4', top_k=18. Because the grouped and distinct-counted column are the same, each returned group's distinct count will be 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":266}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f42bff69d4bb834459a166c59c167e3940c815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 18;","notes":"Applied the provided template and fixed bindings exactly: group_col=\"safety\", entity_col=\"safety\", predicate_col=\"doors\", predicate_op=\"=\", predicate_value='4', top_k=18. Because the grouped and distinct-counted column are the same, each returned group's distinct count will be 1."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1e7f76ab36216b09a9fc8e240a29fe450c1c2af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:21.227622Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:23.567605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:34.159271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4351864c37df1859c76622668794c2381b8f1447 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "distinct_entities": 1}, {"safety": "low", "distinct_entities": 1}, {"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4257489626074830b58268e62160514dab8ac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_f0fb84acf91ba7a5 +-- problem_id: v2p_c2_6bb456fa7b5c5d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS "distinct_entities" +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY "distinct_entities" DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cef8bd12f92bb98d87eaebfbbdfe0ebcbf8d4e3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 18;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"med\", \"distinct_entities\": 1}, {\"safety\": \"low\", \"distinct_entities\": 1}, {\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24999ecf17ede497c968780267f072e694eb8c82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:22:21.009698+00:00", + "ended_at": "2026-05-04T07:22:35.066166+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_f0fb84acf91ba7a5", + "problem_id": "v2p_c2_6bb456fa7b5c5d57", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "safety", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_f0fb84acf91ba7a5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f0fb84acf91ba7a5", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 266, + "total_tokens": 22040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1822, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14028.26, + "sql_execution_elapsed_ms_total": 1.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_f0fb84acf91ba7a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eca1e38f7e45af7e8fbe14beb9a4c280e69f4390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:35.056685+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14028.26, "started_at": "2026-05-04T07:22:21.011376+00:00", "ended_at": "2026-05-04T07:22:35.041384+00:00", "prompt_metrics": {"chars": 5984, "bytes_utf8": 5984, "lines": 184, "estimated_tokens": 1686}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 266}, "stderr_preview": "2026-05-04T07:22:21.227622Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:23.567605Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e272729e46dac9319ed6ded30ef4147f48179446 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-6dcc-7933-924c-1a66cae7a921"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with group_col bound to \\\"persons\\\" and entity_col bound to \\\"persons\\\", preserving the planned template exactly in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":103}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2e55a8a1fb61206b97b38b0b4c47733e11c5cfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the provided template with group_col bound to \"persons\" and entity_col bound to \"persons\", preserving the planned template exactly in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1d8deb1f24dae198d0e8014265d15c9e0ba512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:37.373362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:39.886318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:46.719930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fad9e710ddfb575eef5682006df0354b99acee0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "distinct_entities": 1}, {"persons": "4", "distinct_entities": 1}, {"persons": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0be725dbe62ea1889b2807956aeb05636fcaf7a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_f20e2fddc85ebb9a +-- problem_id: v2p_c2_e5049e070953e0c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e4a5961b7c18b4d443ffc85f493c0350a3f917a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"more\", \"distinct_entities\": 1}, {\"persons\": \"4\", \"distinct_entities\": 1}, {\"persons\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cdf0180f4af149e6d230dc75cb6b9e5c7c573b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:18:37.138601+00:00", + "ended_at": "2026-05-04T07:18:47.570430+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_f20e2fddc85ebb9a", + "problem_id": "v2p_c2_e5049e070953e0c4", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_f20e2fddc85ebb9a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f20e2fddc85ebb9a", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1718, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10400.88, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_f20e2fddc85ebb9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..886a8abd251eca4843935434375007ef58b98bde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:47.561600+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10400.88, "started_at": "2026-05-04T07:18:37.142254+00:00", "ended_at": "2026-05-04T07:18:47.542542+00:00", "prompt_metrics": {"chars": 5778, "bytes_utf8": 5778, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 103}, "stderr_preview": "2026-05-04T07:18:37.373362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:39.886318Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=persons, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2b746002d2d4f2edcfd9bcc22fd7e924282b9db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-4d91-7603-9e92-9394ec349150"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied the required template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=12. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc98c4e18e40dfd31a971059babb3d0189a42874 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Applied the required template with group_col=\"persons\", target_col=\"class\", target_value='vgood', min_support=5, and top_k=12. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d83729b7effc4226e0acf00b6e3bbc87c369c93d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:44.800328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:47.057350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:55.796572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35b90bf7a11d700febde79715121e4a07c7b12a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=persons, target_col=class. +Result preview: [{"persons": "more", "support": 576, "focus_rate": 0.06076388888888889}, {"persons": "4", "support": 576, "focus_rate": 0.052083333333333336}, {"persons": "2", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2255ae12cb94e76ac4caf32c31b768700df5672b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_f77c0809443ecbb5 +-- problem_id: v2p_c2_8c8f51a9aac6d0a2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58d5ec2d43eeb26ce1f2ed34fb10e6fe26ca47cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"persons\", \"support\", \"focus_rate\"], \"rows\": [{\"persons\": \"more\", \"support\": 576, \"focus_rate\": 0.06076388888888889}, {\"persons\": \"4\", \"support\": 576, \"focus_rate\": 0.052083333333333336}, {\"persons\": \"2\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb0fe0180215eb83a91f6439f3dddbad77ed863a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:09:44.512229+00:00", + "ended_at": "2026-05-04T07:09:57.052352+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_f77c0809443ecbb5", + "problem_id": "v2p_c2_8c8f51a9aac6d0a2", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=persons, target_col=class.", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_f77c0809443ecbb5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f77c0809443ecbb5", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12502.74, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_f77c0809443ecbb5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f47ced7a025f7246ecca1a66fecfaf116ed2c5b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:57.034191+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12502.74, "started_at": "2026-05-04T07:09:44.514412+00:00", "ended_at": "2026-05-04T07:09:57.016886+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:09:44.800328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:47.057350Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied the required template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=12. Uses only the single provided table and SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..618cb8c2ff3cac067b21bbff446a460c7b3fcf91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f77c0809443ecbb5", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12502.74, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_f77c0809443ecbb5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3179a43069b9262c712477ab1b4da7c9672b4701 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5963, "bytes_utf8": 5963, "lines": 184, "estimated_tokens": 1698}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb3b24913dd75f59c2ab4cbd9e8c90b475945a73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_fa40e2289bf71f70", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10641.79, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_fa40e2289bf71f70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c99f75d7523b52b74c355ddee13fb9e6bb6c53e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:50:35.682398+00:00", + "ended_at": "2026-05-04T06:50:46.323781+00:00", + "elapsed_ms": 10641.79, + "prompt_metrics": { + "chars": 5963, + "bytes_utf8": 5963, + "lines": 184, + "estimated_tokens": 1698 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d322f96a17747f683d5d17fdda30900b9c01331 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=doors.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "doors", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6283f8b0584ad2a95b18acd513f6b95cc9b54c47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-c5ac-7d11-b9fd-6c347591f1bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"buying\\\", \\\"doors\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned Filtered Two-Dimensional Group Count template with group_col=\\\"buying\\\", group_col_2=\\\"doors\\\", and predicate \\\"maint\\\" = 'low'. Used only the provided single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42e13fa302dea79efd1cf7f77725c9d6fb759dd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"buying\", \"doors\"\nORDER BY row_count DESC;","notes":"Applied the planned Filtered Two-Dimensional Group Count template with group_col=\"buying\", group_col_2=\"doors\", and predicate \"maint\" = 'low'. Used only the provided single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac38ae28affa83b42d02586a27abb75cc5774757 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:35.880246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:38.276956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:45.555495Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee693b9a15dd055467c0bb409bdc8936cd701d15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=doors. +Result preview: [{"buying": "high", "doors": "2", "row_count": 27}, {"buying": "high", "doors": "3", "row_count": 27}, {"buying": "high", "doors": "4", "row_count": 27}, {"buying": "high", "doors": "5more", "row_count": 27}, {"buying": "low", "doors": "2", "row_count": 27}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d35b08841fede0df558dc01c64f77066ecc021a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_fa40e2289bf71f70 +-- problem_id: v2p_c2_ac9bc69c4fcb7205 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "doors", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "buying", "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88aa2dc607b289f6e355e4b43f885b3ce6f6e2ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"buying\", \"doors\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"buying\\\", \\\"doors\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"doors\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"high\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"high\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"high\", \"doors\": \"5more\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"5more\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"5more\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"5more\", \"row_count\": 27}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4bdd95f565fbd83d15914e5bec9541e5e53715de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T06:50:35.681259+00:00", + "ended_at": "2026-05-04T06:50:46.350546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_fa40e2289bf71f70", + "problem_id": "v2p_c2_ac9bc69c4fcb7205", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=doors.", + "bindings": { + "group_col": "buying", + "group_col_2": "doors", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_fa40e2289bf71f70.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_fa40e2289bf71f70", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10641.79, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_fa40e2289bf71f70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7355f7fa904625d597715a9b5e956c54d5e922b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:46.333096+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10641.79, "started_at": "2026-05-04T06:50:35.682398+00:00", "ended_at": "2026-05-04T06:50:46.323781+00:00", "prompt_metrics": {"chars": 5963, "bytes_utf8": 5963, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T06:50:35.880246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:38.276956Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85b71bcc966024394aaa57214a7854b777a3516f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-0a8a-7133-b465-d6471236198a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\" bound exactly as provided. This measures, for each doors category, the within-group proportion of rows where doors='2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0065fc7b3ad9f799cf53d6750b127e7180e27ca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"doors\" and condition_col=\"doors\" bound exactly as provided. This measures, for each doors category, the within-group proportion of rows where doors='2'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b98af21fae89fdb0058d46be9aefd7626312fae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:48.936386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:51.361589Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:58.710391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..262c98193270e5d3b6bf28cdb4444d0fbe22863d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "2", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "3", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9250deffa90bd3c31ad8aa63bc036945e0aa29d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_fd36f1028fbc3ea8 +-- problem_id: v2p_c2_fb2b66b1c0f78473 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e6ef272ab5e7f615194b63347eae2cdf0a99696 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"2\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20d1c178ff4c9f69e9bfb25295a1cf1fb4a8f1e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:01:48.666101+00:00", + "ended_at": "2026-05-04T07:01:59.586588+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_fd36f1028fbc3ea8", + "problem_id": "v2p_c2_fb2b66b1c0f78473", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_fd36f1028fbc3ea8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_fd36f1028fbc3ea8", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10892.27, + "sql_execution_elapsed_ms_total": 1.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_fd36f1028fbc3ea8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fbb163fdeff2227d5b6c751e2b44e57d2fde7e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:59.576440+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10892.27, "started_at": "2026-05-04T07:01:48.668864+00:00", "ended_at": "2026-05-04T07:01:59.561399+00:00", "prompt_metrics": {"chars": 5904, "bytes_utf8": 5904, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21757, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:01:48.936386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:51.361589Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d4abf3c6bb8224e234c8505cd0bf177689ce231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-8014-7e61-b63d-fa7ddfc39949"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 13;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"safety\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":2432,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75a3d9426177697739ee5d06420dc5bb35b01f03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 13;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"safety\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..675619b2d6b2b208db92f3979fd6c2aa8463d160 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:25.424703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:27.873789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:35.195553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..346a5c7004b1ff6d001a54ac42e842ab22554496 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..289aa47ca3e66b5b4d83f352da555633fbeeea49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_feaaf72ad059cd6b +-- problem_id: v2p_c2_1d8401f799683134 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5ccfbc27f962de0b41c3abd1f8808be1c525ee8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 13;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e32c581bfff249abb1d15539dc886be530110d57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c2", + "started_at": "2026-05-04T07:15:25.195983+00:00", + "ended_at": "2026-05-04T07:15:35.896861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_feaaf72ad059cd6b", + "problem_id": "v2p_c2_1d8401f799683134", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\sql\\v2q_c2_feaaf72ad059cd6b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_feaaf72ad059cd6b", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 2432, + "output_tokens": 104, + "total_tokens": 21808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10667.43, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c2\\artifacts\\v2q_c2_feaaf72ad059cd6b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..021de953fddd105da3b62b4ce1b23a2a42c54dce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:35.882847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10667.43, "started_at": "2026-05-04T07:15:25.198048+00:00", "ended_at": "2026-05-04T07:15:35.854427+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1616}, "response_metrics": {"chars": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21704, "cached_input_tokens": 2432, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:15:25.424703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:27.873789Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_057b69b852f8f263.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_057b69b852f8f263.sql new file mode 100644 index 0000000000000000000000000000000000000000..80fe7a197452f46e35b8664591598f937add78f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_057b69b852f8f263.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_057b69b852f8f263 +-- problem_id: v2p_c2_8f60f5830bdddf24 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "class", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "class" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0600353784cdff0b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0600353784cdff0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..9237f33ebf1a1e98fe72ed8711c70b2d8887d9c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0600353784cdff0b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0600353784cdff0b +-- problem_id: v2p_c2_ef5f29ad2a0e4075 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_068dab2f2e32f206.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_068dab2f2e32f206.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c898fe98481c3182731b280192d727b7dd1a7a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_068dab2f2e32f206.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_068dab2f2e32f206 +-- problem_id: v2p_c2_bcb51d26b5b52d73 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_06a19f9d880447a9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_06a19f9d880447a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ddb498c0a1a45d06721331162e48650efa91c081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_06a19f9d880447a9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_06a19f9d880447a9 +-- problem_id: v2p_c2_aeb4931266300854 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_086fe3c25c36bc81.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_086fe3c25c36bc81.sql new file mode 100644 index 0000000000000000000000000000000000000000..671062890a1caf6703c308cb5bc99b5be90b977c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_086fe3c25c36bc81.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_086fe3c25c36bc81 +-- problem_id: v2p_c2_4a18c0e1a912fe39 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0921a250802b6ece.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0921a250802b6ece.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f1daca6d290778b26d59a1c4fa0a505d7512695 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0921a250802b6ece.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_0921a250802b6ece +-- problem_id: v2p_c2_1ad240f3eefdcfe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0a10680a8ec61087.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0a10680a8ec61087.sql new file mode 100644 index 0000000000000000000000000000000000000000..68c3f88d9964c4d06712dfa7db96e5c8c6f77c4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0a10680a8ec61087.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0a10680a8ec61087 +-- problem_id: v2p_c2_be9c2d07c0b8fc73 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0a7036a60d37006f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0a7036a60d37006f.sql new file mode 100644 index 0000000000000000000000000000000000000000..3165653400f7f1e3b76b0c749a60ee73fc29d94c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0a7036a60d37006f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_0a7036a60d37006f +-- problem_id: v2p_c2_333595fdbff5e4a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "persons", COUNT(*) AS "row_count" +FROM "c2" +WHERE "doors" = '4' +GROUP BY "buying", "persons" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0b48bb0e22fdde0d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0b48bb0e22fdde0d.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d6a771b231bbd8956b9b8874d2560f8b4b79311 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0b48bb0e22fdde0d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0b48bb0e22fdde0d +-- problem_id: v2p_c2_ea3caa719a412092 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0f708fe568f112c6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0f708fe568f112c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1f396fb5d0c14fece000aa5032731f40198e519 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_0f708fe568f112c6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_0f708fe568f112c6 +-- problem_id: v2p_c2_fc3ef54117e4a027 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS row_count +FROM "c2" +GROUP BY "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_11ba807321df8d65.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_11ba807321df8d65.sql new file mode 100644 index 0000000000000000000000000000000000000000..549dfe0d15240026763a839268b17cb11eee2538 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_11ba807321df8d65.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_11ba807321df8d65 +-- problem_id: v2p_c2_289fbeb2f7ec8f58 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1544f0f9fad955cb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1544f0f9fad955cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab2365723ccb9addc3d217f67dc86219c4f204fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1544f0f9fad955cb.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_1544f0f9fad955cb +-- problem_id: v2p_c2_3052e95707474ea8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_164372c53c26a19c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_164372c53c26a19c.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd16a2f5a92768d19d1de2f231081c3f9911da6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_164372c53c26a19c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_164372c53c26a19c +-- problem_id: v2p_c2_9709bb3a1e305ec6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1853a62a91cb9326.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1853a62a91cb9326.sql new file mode 100644 index 0000000000000000000000000000000000000000..094ae4fade4428ca98f333b8e7edb680144c0e7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1853a62a91cb9326.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1853a62a91cb9326 +-- problem_id: v2p_c2_9ebb9a1e51496bcf +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_18eb5d7861a8ab96.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_18eb5d7861a8ab96.sql new file mode 100644 index 0000000000000000000000000000000000000000..d543e6ebdffaf2a136853ad343db2cef073ef9be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_18eb5d7861a8ab96.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_18eb5d7861a8ab96 +-- problem_id: v2p_c2_b1cd963e2dd9d3de +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1a1c77bab8d23504.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1a1c77bab8d23504.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3a3e511922785b466d430bbc7cb19f2a8dae970 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1a1c77bab8d23504.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1a1c77bab8d23504 +-- problem_id: v2p_c2_3d5bf320dc6e14f6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1b2b57d70dff9526.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1b2b57d70dff9526.sql new file mode 100644 index 0000000000000000000000000000000000000000..a574bb72870eb05f3f185a4ddf1db00ee1bb6948 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1b2b57d70dff9526.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1b2b57d70dff9526 +-- problem_id: v2p_c2_256b0003e12754e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1b53b134ef31af3f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1b53b134ef31af3f.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b37bd804a8f22c7a82c0a52ca6c265632b2ea26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1b53b134ef31af3f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_1b53b134ef31af3f +-- problem_id: v2p_c2_f514d9b74ccf7651 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1cf762a525e78655.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1cf762a525e78655.sql new file mode 100644 index 0000000000000000000000000000000000000000..85ab3f95798e34f94c821d6fb6046377458a9359 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1cf762a525e78655.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1cf762a525e78655 +-- problem_id: v2p_c2_bc727d5e6705ea29 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1d5f12779f2ce617.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1d5f12779f2ce617.sql new file mode 100644 index 0000000000000000000000000000000000000000..89a949ea0faf7195f7e2f107e718780c287c90e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1d5f12779f2ce617.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_1d5f12779f2ce617 +-- problem_id: v2p_c2_90b761211072a736 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1d983e811e5be28b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1d983e811e5be28b.sql new file mode 100644 index 0000000000000000000000000000000000000000..3701cc480868c7d0a51a126148bb866ee0f0c567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1d983e811e5be28b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1d983e811e5be28b +-- problem_id: v2p_c2_21ee5a1b83716c91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1eac419ff3f8777a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1eac419ff3f8777a.sql new file mode 100644 index 0000000000000000000000000000000000000000..36a7e10bc682cf03d163046f0a7330b800b0a38a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1eac419ff3f8777a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1eac419ff3f8777a +-- problem_id: v2p_c2_e47c99b1b3db447e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1f46c7591cb8796f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1f46c7591cb8796f.sql new file mode 100644 index 0000000000000000000000000000000000000000..0851ce2bacfbf93dae2fc6e49bd3c4d3f045d7d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_1f46c7591cb8796f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1f46c7591cb8796f +-- problem_id: v2p_c2_9d4d5ee644e2a9de +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY support ASC, "maint", "persons" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_21e35b155e35a4fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_21e35b155e35a4fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..35386cf4dfaf0ef3802f9a2c9ed16d3c4fde54f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_21e35b155e35a4fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_21e35b155e35a4fe +-- problem_id: v2p_c2_7e18d90adf608ef9 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_22da9b7d572afe9e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_22da9b7d572afe9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e5d2b242c3e6d3f3803355dad7ce67c7fe6b3fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_22da9b7d572afe9e.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_22da9b7d572afe9e +-- problem_id: v2p_c2_24b38ab0a2f6e939 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_238a91c7ee85abd8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_238a91c7ee85abd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4891d76d561e40a16058d18d466fbc6e93aa7f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_238a91c7ee85abd8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_238a91c7ee85abd8 +-- problem_id: v2p_c2_cfb95706394e5a22 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "buying" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "buying" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2422f797a2eb2f63.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2422f797a2eb2f63.sql new file mode 100644 index 0000000000000000000000000000000000000000..02bcb8965019695ec62e45ec4f5fbb2c32f9cdaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2422f797a2eb2f63.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_2422f797a2eb2f63 +-- problem_id: v2p_c2_48842c140a305a6f +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2500f342d34a0111.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2500f342d34a0111.sql new file mode 100644 index 0000000000000000000000000000000000000000..17398f2361ed42b965e9df9f008b07240b0bb6d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2500f342d34a0111.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_2500f342d34a0111 +-- problem_id: v2p_c2_5c92315738c976bb +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_25159c469388a26b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_25159c469388a26b.sql new file mode 100644 index 0000000000000000000000000000000000000000..df7c75577c71f31cfc18e07f746449de55ae2c8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_25159c469388a26b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_25159c469388a26b +-- problem_id: v2p_c2_b6ebf8c82f71557d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_274494e21182bfa9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_274494e21182bfa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..60f58c8d3047196c24abbdef6b97185457a9668e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_274494e21182bfa9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_274494e21182bfa9 +-- problem_id: v2p_c2_17f9cbbb6e235dde +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "safety" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "safety" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2798f5263c2f7c8c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2798f5263c2f7c8c.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f9cb086a82e1058a3c4e2a41bcab0d81f0cd894 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2798f5263c2f7c8c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_2798f5263c2f7c8c +-- problem_id: v2p_c2_d979311586482d97 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "doors", + SUM(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "doors" +) +SELECT "doors", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_29793afbcf156988.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_29793afbcf156988.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc5e30672aa1dd41fa900df35697397e216beb2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_29793afbcf156988.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_29793afbcf156988 +-- problem_id: v2p_c2_2cf1582a7a0308e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS "distinct_entities" +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_29836e99e436a209.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_29836e99e436a209.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b12ec1d3ebd912468d302da29776e2c92aad7b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_29836e99e436a209.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_29836e99e436a209 +-- problem_id: v2p_c2_0c6efbb73557f4a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2a191cce236d4449.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2a191cce236d4449.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab976b30e513c9c577c65d61e9f2dce8d1be7f96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2a191cce236d4449.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_2a191cce236d4449 +-- problem_id: v2p_c2_42eb8154373414d7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2b1f65a1b7d5d6d2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2b1f65a1b7d5d6d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..c825b659cd1179c22cdd59cb383ea69d618ccdc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2b1f65a1b7d5d6d2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_2b1f65a1b7d5d6d2 +-- problem_id: v2p_c2_eb95e8629f4944f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "safety", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "safety" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2dd822d1c8b3fb17.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2dd822d1c8b3fb17.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3d9196a65dedd0f9b3ca4b499b12adf0d51f99e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_2dd822d1c8b3fb17.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_2dd822d1c8b3fb17 +-- problem_id: v2p_c2_6f0bead1c600c23b +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY support ASC, "buying", "safety" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3118319e52501924.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3118319e52501924.sql new file mode 100644 index 0000000000000000000000000000000000000000..55387752a70dba4926ae68ccdf8798389878fcb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3118319e52501924.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_3118319e52501924 +-- problem_id: v2p_c2_e515b652e4a3a4f9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3239bda3c78b00f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3239bda3c78b00f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c94db298b8bf53a60ff1d987a3a594b3c162873 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3239bda3c78b00f5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3239bda3c78b00f5 +-- problem_id: v2p_c2_d5e95d7d67fc2c83 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_34537e335777035b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_34537e335777035b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c6f24ee99208e69ebf0e6fc9de0ed21e61fc47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_34537e335777035b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_34537e335777035b +-- problem_id: v2p_c2_d29460be9e7ab7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_36faee68b5beb83b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_36faee68b5beb83b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac1ef207a0dd0fb2e5964523b7950ad6687217b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_36faee68b5beb83b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_36faee68b5beb83b +-- problem_id: v2p_c2_8f021547e48b2c11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3702e0ab01a405fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3702e0ab01a405fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..311350ce53bf12688b24a557655a5b0995b0fa6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3702e0ab01a405fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3702e0ab01a405fe +-- problem_id: v2p_c2_f3f1fa5938cd28a8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_376bcfef62255526.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_376bcfef62255526.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d0abcca2f8068729c03b326588014921c5d3d0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_376bcfef62255526.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_376bcfef62255526 +-- problem_id: v2p_c2_2dad9f9d4274aec1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY support ASC, "maint", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3817826812c13882.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3817826812c13882.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffa353301627e40e5d4cdfcd5bc54c2d51ac8a91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3817826812c13882.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3817826812c13882 +-- problem_id: v2p_c2_0ae0bd25b574cd34 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3a7f01f235d52991.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3a7f01f235d52991.sql new file mode 100644 index 0000000000000000000000000000000000000000..884be709223a42ccba32753f9ec997956220439c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3a7f01f235d52991.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3a7f01f235d52991 +-- problem_id: v2p_c2_d2b2efc9ce49e1ae +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3a9b8c0ea972febb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3a9b8c0ea972febb.sql new file mode 100644 index 0000000000000000000000000000000000000000..73c64fe5e9e73754051352a440fc35a1c0812fc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3a9b8c0ea972febb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_3a9b8c0ea972febb +-- problem_id: v2p_c2_981c28326f359bcf +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "maint", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3bb8520905209515.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3bb8520905209515.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5b989c63a4aef39dfce2ad4ea7f4036b33c9275 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3bb8520905209515.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_3bb8520905209515 +-- problem_id: v2p_c2_56be9c58e9926995 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3d23e300ea120f39.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3d23e300ea120f39.sql new file mode 100644 index 0000000000000000000000000000000000000000..0edd1e74a2e4e2db166e3ae7a66cb54eee55fe5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3d23e300ea120f39.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3d23e300ea120f39 +-- problem_id: v2p_c2_14705cc7f0408217 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3eb7fb646b0745cb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3eb7fb646b0745cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..b77aba79b16609ef6156fb12a90ceefbe4675884 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_3eb7fb646b0745cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3eb7fb646b0745cb +-- problem_id: v2p_c2_b36f9e59ee06568a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_415543b007a86ab1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_415543b007a86ab1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e683bde245276eccda72c4b7e0403c5c92f84e84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_415543b007a86ab1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_415543b007a86ab1 +-- problem_id: v2p_c2_1e3a46f903c22d4c +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS row_count +FROM "c2" +GROUP BY "buying" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_454edb37d0a2c599.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_454edb37d0a2c599.sql new file mode 100644 index 0000000000000000000000000000000000000000..72f04fc15dc59544b813e9d6f0da58faef2ea8b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_454edb37d0a2c599.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_454edb37d0a2c599 +-- problem_id: v2p_c2_b8bac175c0021826 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4a181b7d931a6085.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4a181b7d931a6085.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce4ae40d5730e47a05a72b81a379b9347a71f566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4a181b7d931a6085.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4a181b7d931a6085 +-- problem_id: v2p_c2_6fc63f06e8cbc4ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4a988517ce440411.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4a988517ce440411.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5348e69ab715e72cc2ba8ab22ad219ed0faa0bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4a988517ce440411.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_4a988517ce440411 +-- problem_id: v2p_c2_c8809d354ca9dc80 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4b73d93ff73ccafb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4b73d93ff73ccafb.sql new file mode 100644 index 0000000000000000000000000000000000000000..0399c34ab2bc962351e1cbd413fd4fe3b22f92bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4b73d93ff73ccafb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4b73d93ff73ccafb +-- problem_id: v2p_c2_245ee609b15f4e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4ba422e795a5069c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4ba422e795a5069c.sql new file mode 100644 index 0000000000000000000000000000000000000000..9127a60e8b1ee5ee990b69ede7e65de454592390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4ba422e795a5069c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_4ba422e795a5069c +-- problem_id: v2p_c2_ce139b64897a1f50 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4d65524ee7601ecc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4d65524ee7601ecc.sql new file mode 100644 index 0000000000000000000000000000000000000000..197d5b631de76d1f5558552a8b8447ce6d0c2323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_4d65524ee7601ecc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_4d65524ee7601ecc +-- problem_id: v2p_c2_f7c56e9a5d374caf +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5350e2525df66f41.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5350e2525df66f41.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b109eef05fe79abf69fcdbcb73067eab01a64e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5350e2525df66f41.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_5350e2525df66f41 +-- problem_id: v2p_c2_8a9d08ae421bfb05 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_54e6b018541e6f05.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_54e6b018541e6f05.sql new file mode 100644 index 0000000000000000000000000000000000000000..50a6632aebdcd839ae85359c4d8b68c42939036c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_54e6b018541e6f05.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_54e6b018541e6f05 +-- problem_id: v2p_c2_2773ad3503585dc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS row_count +FROM "c2" +GROUP BY "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_552f09015d2cabc5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_552f09015d2cabc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ffaf069cd92a08ad6068ff4f5f756ea0880b66e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_552f09015d2cabc5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_552f09015d2cabc5 +-- problem_id: v2p_c2_906264281294e77e +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_555531ff599dde5d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_555531ff599dde5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..cab01ecc1e2b0b111d25c379a2501f683a9567a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_555531ff599dde5d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_555531ff599dde5d +-- problem_id: v2p_c2_2205d7f101fdc914 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "buying" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "buying" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_567eb1212c12c17d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_567eb1212c12c17d.sql new file mode 100644 index 0000000000000000000000000000000000000000..82e27a5f4ba6db49f5489b451c66d5da5e7bac90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_567eb1212c12c17d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_567eb1212c12c17d +-- problem_id: v2p_c2_e2840b4362f6b900 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_567fa5be60cdba0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_567fa5be60cdba0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff6429811d13a5c72b90a4f9ec41d20b2ba093f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_567fa5be60cdba0e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_567fa5be60cdba0e +-- problem_id: v2p_c2_df1b0ec5c3792e92 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5705d82f7713f2af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5705d82f7713f2af.sql new file mode 100644 index 0000000000000000000000000000000000000000..602b2be5fc902deda3398af665cb4bc24997838a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5705d82f7713f2af.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_5705d82f7713f2af +-- problem_id: v2p_c2_54c6bb7d8a6163e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_578c50c83019e73c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_578c50c83019e73c.sql new file mode 100644 index 0000000000000000000000000000000000000000..9193bf9f219064ea23a0436254d65696c41fe372 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_578c50c83019e73c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_578c50c83019e73c +-- problem_id: v2p_c2_b1ea71c39054d129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_593b37287e789dc0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_593b37287e789dc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccd9e592bbe4e21d273a1ec71405115b8e737144 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_593b37287e789dc0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_593b37287e789dc0 +-- problem_id: v2p_c2_c53d7adb118bbcbd +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "buying", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5f56772cc4d4cff3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5f56772cc4d4cff3.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea8eb8e00565408a03608dcad9021610df07f1a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5f56772cc4d4cff3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_5f56772cc4d4cff3 +-- problem_id: v2p_c2_c484181daca77b9b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "lug_boot" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "lug_boot" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5fab796e9b479e60.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5fab796e9b479e60.sql new file mode 100644 index 0000000000000000000000000000000000000000..c708d99ba6ee9ba54712120ecd577460915363e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5fab796e9b479e60.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_5fab796e9b479e60 +-- problem_id: v2p_c2_621f1ea6d4485c2f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS row_count +FROM "c2" +GROUP BY "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5fd829a46fc8ec23.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5fd829a46fc8ec23.sql new file mode 100644 index 0000000000000000000000000000000000000000..231ef6feb045375bb214eeda4d41e1b280574b31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_5fd829a46fc8ec23.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_5fd829a46fc8ec23 +-- problem_id: v2p_c2_511ef727b6dae57f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6301d4a7beef8c03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6301d4a7beef8c03.sql new file mode 100644 index 0000000000000000000000000000000000000000..522c98fee58e052b900b6135e36640bd7ad0a10c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6301d4a7beef8c03.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_6301d4a7beef8c03 +-- problem_id: v2p_c2_d5ebeac721a99b05 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS row_count +FROM "c2" +GROUP BY "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_65971a3f69bf799b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_65971a3f69bf799b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3a9a9af4e7094621dc3c844b31ee2b47d6b97a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_65971a3f69bf799b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_65971a3f69bf799b +-- problem_id: v2p_c2_331fd66ee4b1f61a +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS row_count +FROM "c2" +GROUP BY "maint" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_660bae2f5c3bb1ac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_660bae2f5c3bb1ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..0144dfba6ba778c7615af1e194b85aecb93198b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_660bae2f5c3bb1ac.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_660bae2f5c3bb1ac +-- problem_id: v2p_c2_b6b724dbb65d5523 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_679517066eea0d4f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_679517066eea0d4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d10227b0650db79ca17f8448e512583b38a3092 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_679517066eea0d4f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_679517066eea0d4f +-- problem_id: v2p_c2_2d6a191e39795240 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_68d80e0ece6623a8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_68d80e0ece6623a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad0b697f6ad82fd8af597d7544216ef471f2443a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_68d80e0ece6623a8.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_68d80e0ece6623a8 +-- problem_id: v2p_c2_bc9ded0a45bb85aa +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_69edb45b08158006.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_69edb45b08158006.sql new file mode 100644 index 0000000000000000000000000000000000000000..b66ca15f6afc4eed1162ba04e7b929443bfa2556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_69edb45b08158006.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_69edb45b08158006 +-- problem_id: v2p_c2_792d760c1ed738d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = 'more' +GROUP BY "class" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6a121881dce405bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6a121881dce405bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..95ed81068a604701519958d93c3fb056d710d152 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6a121881dce405bb.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_6a121881dce405bb +-- problem_id: v2p_c2_a5b0ecb152bb7568 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6a8350a64d22cf3d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6a8350a64d22cf3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f5efbac81fc00ed08dbf4ab227ee8f13010800d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6a8350a64d22cf3d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_6a8350a64d22cf3d +-- problem_id: v2p_c2_95dc1c0ea0d55198 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6cf452dd09aca6fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6cf452dd09aca6fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c080bf154d00581c012c3cb71517cd80583166d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6cf452dd09aca6fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_6cf452dd09aca6fa +-- problem_id: v2p_c2_78566860196a052b +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6e9793e4614739fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6e9793e4614739fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..115476cf68823d2c7bf187aad57efc3c72d8cd17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6e9793e4614739fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6e9793e4614739fe +-- problem_id: v2p_c2_4a8c4accfa26317e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", COUNT(*) AS row_count +FROM "c2" +WHERE "lug_boot" = 'med' +GROUP BY "buying", "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6f472f154b29cc74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6f472f154b29cc74.sql new file mode 100644 index 0000000000000000000000000000000000000000..799a8b3520521c61618f0734ff4dea6bff7c82f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6f472f154b29cc74.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6f472f154b29cc74 +-- problem_id: v2p_c2_ab75b0498b54c28d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "maint", COUNT(*) AS row_count +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying", "maint" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6f9060cd66b0577a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6f9060cd66b0577a.sql new file mode 100644 index 0000000000000000000000000000000000000000..46f74eebdffae6a012a914de889727962b176f3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_6f9060cd66b0577a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_6f9060cd66b0577a +-- problem_id: v2p_c2_27486c655bd49287 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_70a84fe013e0935c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_70a84fe013e0935c.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc88feb29a8fc6357172c67f23c7357e60ba12c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_70a84fe013e0935c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_70a84fe013e0935c +-- problem_id: v2p_c2_6ff203fae79abab2 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS row_count +FROM "c2" +GROUP BY "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_748a95c5a69eca67.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_748a95c5a69eca67.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad54f07f920f516e6e4c7678bd1e93c05dfe1f6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_748a95c5a69eca67.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_748a95c5a69eca67 +-- problem_id: v2p_c2_786bc5178883ed0d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'big' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_76087f81882f1fe0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_76087f81882f1fe0.sql new file mode 100644 index 0000000000000000000000000000000000000000..02104ec853a831d93f43d5596d79b76f1956457a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_76087f81882f1fe0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_76087f81882f1fe0 +-- problem_id: v2p_c2_6887832bc0f55a64 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_78eff5e695ce09c4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_78eff5e695ce09c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..141fe4872a3a508f7d461cf3ec38785b1a0fa586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_78eff5e695ce09c4.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_78eff5e695ce09c4 +-- problem_id: v2p_c2_f35c0352778c575a +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_791758b6abbae2a8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_791758b6abbae2a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..156f6f46f6fb9aa971b6ad070ae86fea65dade46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_791758b6abbae2a8.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_791758b6abbae2a8 +-- problem_id: v2p_c2_b1d95f7cc7960ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_796536c093606bfb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_796536c093606bfb.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a14f6a8209351a1d57aedda84313b6764e026f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_796536c093606bfb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_796536c093606bfb +-- problem_id: v2p_c2_39cbdd10c5c44129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY support ASC, "maint", "persons" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_79880ac758d64b03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_79880ac758d64b03.sql new file mode 100644 index 0000000000000000000000000000000000000000..387d443e29d9d705aea70c790bb80849d03c78e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_79880ac758d64b03.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_79880ac758d64b03 +-- problem_id: v2p_c2_3ed8be81fb23c76e +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_7c2ffea4d15f51d6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_7c2ffea4d15f51d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..abb3a486ae9d84f8f0152462bbdd718b550256d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_7c2ffea4d15f51d6.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_7c2ffea4d15f51d6 +-- problem_id: v2p_c2_8c8ea3e59e2d915f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "lug_boot" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "lug_boot" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_81577227d210f774.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_81577227d210f774.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2114414a2bd0001538163bdd6ea3b0e700c87bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_81577227d210f774.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_81577227d210f774 +-- problem_id: v2p_c2_04e86a77b038a6c3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_860e45a45f0a0bf3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_860e45a45f0a0bf3.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb74f4a4d4c0981006d5347682f7d1d151a4e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_860e45a45f0a0bf3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_860e45a45f0a0bf3 +-- problem_id: v2p_c2_0c98f9fa2719a538 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", COUNT(*) AS row_count +FROM "c2" +WHERE "safety" = 'med' +GROUP BY "buying", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_86f82783d5741409.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_86f82783d5741409.sql new file mode 100644 index 0000000000000000000000000000000000000000..22a9afc4ef9c1ae99227ca63c7b3d96e8c39a593 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_86f82783d5741409.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_86f82783d5741409 +-- problem_id: v2p_c2_7ed946ea577dc7c8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "persons" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "persons" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8723c698fec16e0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8723c698fec16e0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d83ff4a7e63b60c5ff9d0e4168a32036cfdf606 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8723c698fec16e0e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8723c698fec16e0e +-- problem_id: v2p_c2_7dcc61315a4cbe0c +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8a3276c62f3c9e45.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8a3276c62f3c9e45.sql new file mode 100644 index 0000000000000000000000000000000000000000..116ce0a383f41f51e9a351ed05706e5fe4e71bb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8a3276c62f3c9e45.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_8a3276c62f3c9e45 +-- problem_id: v2p_c2_76238b4de5fdab49 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8ce83b989d21481c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8ce83b989d21481c.sql new file mode 100644 index 0000000000000000000000000000000000000000..21e08fe4e4bd3b5fec4ef498877ffc9bcdd7c808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8ce83b989d21481c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8ce83b989d21481c +-- problem_id: v2p_c2_e8438083cf5dc328 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8d4cf7a20253c380.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8d4cf7a20253c380.sql new file mode 100644 index 0000000000000000000000000000000000000000..47dd30cf483366492360d71a6dd5890c0f6ba184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_8d4cf7a20253c380.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_8d4cf7a20253c380 +-- problem_id: v2p_c2_552bb0e4574eab17 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "maint" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "maint" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9011076b69b6ef63.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9011076b69b6ef63.sql new file mode 100644 index 0000000000000000000000000000000000000000..67e78aa9f0aeb166aa4e801f2866b247d68519a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9011076b69b6ef63.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_9011076b69b6ef63 +-- problem_id: v2p_c2_d26bc020e9a8d11c +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_91e7af3bd4915b71.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_91e7af3bd4915b71.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b17672f6d112742dd4c2fe174f35ca3c47c7529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_91e7af3bd4915b71.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_91e7af3bd4915b71 +-- problem_id: v2p_c2_e9a6a8d42cf4686d +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9462753049a341ed.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9462753049a341ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e125b8a8d61578d6f8951f6d9d234a2c8314807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9462753049a341ed.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9462753049a341ed +-- problem_id: v2p_c2_9b5c3e0727108e22 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_967228c243b07e3f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_967228c243b07e3f.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe9f48249185d6165cb5642cf1595d8676dc2f5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_967228c243b07e3f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_967228c243b07e3f +-- problem_id: v2p_c2_da05f300e5452f4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_977aba42af3e5791.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_977aba42af3e5791.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c0c9ddea5491aaeb6c8908ac6bf2eeaf56b6b12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_977aba42af3e5791.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_977aba42af3e5791 +-- problem_id: v2p_c2_d08e6fb94832f1d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_982649f80d030050.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_982649f80d030050.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a1e3859c415fe1d6e1a4a0e93f38d33ce634202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_982649f80d030050.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_982649f80d030050 +-- problem_id: v2p_c2_5be43e4e86314a1f +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9849a10ac6be5251.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9849a10ac6be5251.sql new file mode 100644 index 0000000000000000000000000000000000000000..a546783a623326e5956e5d45f79d8026f74871c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9849a10ac6be5251.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9849a10ac6be5251 +-- problem_id: v2p_c2_85ff1f88ec73a33f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9a6e620698bb3792.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9a6e620698bb3792.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fc81d7fb7a36204f08f5c035fdcdb046e2222d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9a6e620698bb3792.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9a6e620698bb3792 +-- problem_id: v2p_c2_6d5341a1b96393c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9bf4b624896de03e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9bf4b624896de03e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9438a927c07a1e25d9170c634a727d4b1e818989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9bf4b624896de03e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_9bf4b624896de03e +-- problem_id: v2p_c2_1a1ff7fcb08d7fac +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9e95c1835c541a6e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9e95c1835c541a6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2b181a563fd6ec536c757d3349f2dce061aeb33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_9e95c1835c541a6e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9e95c1835c541a6e +-- problem_id: v2p_c2_86ddcaedea1280ca +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a059679b8170812e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a059679b8170812e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b0e46f2fd0c2e2f7ea009af18b2ac0cc2cd4e94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a059679b8170812e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a059679b8170812e +-- problem_id: v2p_c2_dc464c4d4933ba49 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a19ecc7ee2f25ff5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a19ecc7ee2f25ff5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3e570153a5223c86c8b7a11e97b3a8900e9306f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a19ecc7ee2f25ff5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_a19ecc7ee2f25ff5 +-- problem_id: v2p_c2_ebdbf981a04611cc +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a1f0f4f9f4131678.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a1f0f4f9f4131678.sql new file mode 100644 index 0000000000000000000000000000000000000000..4675c3258fb42d6efb9470aae37ba55b901dfafa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a1f0f4f9f4131678.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a1f0f4f9f4131678 +-- problem_id: v2p_c2_a6f11d510c224965 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", "lug_boot", COUNT(*) AS support +FROM "c2" +GROUP BY "persons", "lug_boot" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a1f1e8b3ac7f19f8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a1f1e8b3ac7f19f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..66810dbdcafd62eb93b7d5b2cc17f39567d8a2c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a1f1e8b3ac7f19f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a1f1e8b3ac7f19f8 +-- problem_id: v2p_c2_df933ba50422ebb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a245b5db2d08531f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a245b5db2d08531f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d1649621fe152d2ebe3799df195b0f126b4d043 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a245b5db2d08531f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_a245b5db2d08531f +-- problem_id: v2p_c2_dd6b082812822845 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a40501ef17585b2b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a40501ef17585b2b.sql new file mode 100644 index 0000000000000000000000000000000000000000..1501d802ee7625d7906668ae69c5ae5354f0cd7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a40501ef17585b2b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_a40501ef17585b2b +-- problem_id: v2p_c2_24892657c04f13af +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a732c3e246ab4467.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a732c3e246ab4467.sql new file mode 100644 index 0000000000000000000000000000000000000000..5519d6a22ad3305f5bdd760395610e0129cae877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a732c3e246ab4467.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_a732c3e246ab4467 +-- problem_id: v2p_c2_16ab676027476887 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a7d74bcf6efa0ebe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a7d74bcf6efa0ebe.sql new file mode 100644 index 0000000000000000000000000000000000000000..77b2954bedca74e0b40e3a2a0f18062e2ee1d53d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a7d74bcf6efa0ebe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a7d74bcf6efa0ebe +-- problem_id: v2p_c2_1c555d10805ca553 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a7ee21a1b4d72deb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a7ee21a1b4d72deb.sql new file mode 100644 index 0000000000000000000000000000000000000000..59b27de713103a16d111f011814cab4f5245d356 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a7ee21a1b4d72deb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a7ee21a1b4d72deb +-- problem_id: v2p_c2_72104c392a410167 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a89385100b989726.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a89385100b989726.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d0dfaf484680fe0b9062a8ec0d7edcb3895fc6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a89385100b989726.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a89385100b989726 +-- problem_id: v2p_c2_294e7344adb32992 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a97e79bff1388ccd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a97e79bff1388ccd.sql new file mode 100644 index 0000000000000000000000000000000000000000..6232de8e6350962f091982addc79803c74472f72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a97e79bff1388ccd.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a97e79bff1388ccd +-- problem_id: v2p_c2_3ffc9dd3ff45845c +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a9a93c5648485307.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a9a93c5648485307.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae6e119f3ffcbd3a9ffe198fb1ed1c5f65a3acf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_a9a93c5648485307.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a9a93c5648485307 +-- problem_id: v2p_c2_566726356e86f6d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ab28f0b0766cba50.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ab28f0b0766cba50.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b2c30cbbab16e3a7492265bf095f61887447332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ab28f0b0766cba50.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_ab28f0b0766cba50 +-- problem_id: v2p_c2_d8cf4af9cbd075a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ac0ebab1d42bda22.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ac0ebab1d42bda22.sql new file mode 100644 index 0000000000000000000000000000000000000000..c920c3a18928f8343e3c9f004af236443217f253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ac0ebab1d42bda22.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_ac0ebab1d42bda22 +-- problem_id: v2p_c2_bc06558fe772cd37 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ad6d669d76dae2c8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ad6d669d76dae2c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1921baa5cccf819ddc6ce67d7fed198ec2ae7ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ad6d669d76dae2c8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_ad6d669d76dae2c8 +-- problem_id: v2p_c2_1c88f0cf9901580b +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_adc9945a0581eda4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_adc9945a0581eda4.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a914960991e01831d3ef30923b4017077ce6f8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_adc9945a0581eda4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_adc9945a0581eda4 +-- problem_id: v2p_c2_92fc04f635aff8b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS row_count +FROM "c2" +GROUP BY "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_aeef2f7a644aa23e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_aeef2f7a644aa23e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c75d7a56dad623194e5a35765715136215d40eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_aeef2f7a644aa23e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_aeef2f7a644aa23e +-- problem_id: v2p_c2_7170168a43bb635d +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_af747e7c24a6243d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_af747e7c24a6243d.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfc9849908855113254915f2779eea30737343c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_af747e7c24a6243d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_af747e7c24a6243d +-- problem_id: v2p_c2_46daeeef509f764d +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b41471b56dadc220.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b41471b56dadc220.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d86abd1efcff393b7c011ce32e3678a66b78f5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b41471b56dadc220.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_b41471b56dadc220 +-- problem_id: v2p_c2_10b8e0457e1d7eb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b54b1062bc984fc3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b54b1062bc984fc3.sql new file mode 100644 index 0000000000000000000000000000000000000000..32037a18cf72e0094897b03cf34859c585cf1825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b54b1062bc984fc3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_b54b1062bc984fc3 +-- problem_id: v2p_c2_b119d2fec3758c4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b8d4c4c91b6e7459.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b8d4c4c91b6e7459.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f2430ee4ac7569cab30283626fbce1829eea9c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_b8d4c4c91b6e7459.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_b8d4c4c91b6e7459 +-- problem_id: v2p_c2_e409006d27378df5 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bb0b006ff63ff528.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bb0b006ff63ff528.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b1db02fdc8be268e8deaa1214d31375e76ec11d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bb0b006ff63ff528.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_bb0b006ff63ff528 +-- problem_id: v2p_c2_59439120446ed49a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bb46e3e32fd0eb42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bb46e3e32fd0eb42.sql new file mode 100644 index 0000000000000000000000000000000000000000..111d31746cddffe9848ebcc4fbf764bf6eb4de60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bb46e3e32fd0eb42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_bb46e3e32fd0eb42 +-- problem_id: v2p_c2_ed538f4000f67288 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bd47dea7e1998533.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bd47dea7e1998533.sql new file mode 100644 index 0000000000000000000000000000000000000000..87edc92e8b8c93fbb8af5979d143e9ba62733352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bd47dea7e1998533.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_bd47dea7e1998533 +-- problem_id: v2p_c2_f866a0e71fd38783 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", COUNT(*) AS row_count +FROM "c2" +WHERE "class" = 'good' +GROUP BY "maint", "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bec8b1a774d21761.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bec8b1a774d21761.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee256946e6b69de27216cc77ae77a0afd3b4d87a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bec8b1a774d21761.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_bec8b1a774d21761 +-- problem_id: v2p_c2_70f6af2c676a3dbf +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS "distinct_entities" +FROM "c2" +GROUP BY "doors" +ORDER BY "distinct_entities" DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bee4aad10aa86e48.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bee4aad10aa86e48.sql new file mode 100644 index 0000000000000000000000000000000000000000..9aefb4f4862a9df066f8ee37b62c2180dfcdc47a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_bee4aad10aa86e48.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_bee4aad10aa86e48 +-- problem_id: v2p_c2_e851df8179d9fc51 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c388ca5c42f399ea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c388ca5c42f399ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..19849d8a6eb1bee48aab147f7fabbf6858b01529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c388ca5c42f399ea.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_c388ca5c42f399ea +-- problem_id: v2p_c2_6b907ddd2f3f07a3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "maint", + SUM(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "maint" +) +SELECT "maint", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c462d8956b0548ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c462d8956b0548ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..910573b4faea226c39b4f5f77e577a1924f737ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c462d8956b0548ef.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_c462d8956b0548ef +-- problem_id: v2p_c2_da6eeb706ca44aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c6db9ed3c2a8762d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c6db9ed3c2a8762d.sql new file mode 100644 index 0000000000000000000000000000000000000000..21f074c38d40f37c8f837d87285ca991976adfd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c6db9ed3c2a8762d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_c6db9ed3c2a8762d +-- problem_id: v2p_c2_04894f0a5c2279a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", COUNT(*) AS "row_count" +FROM "c2" +WHERE "buying" = 'vhigh' +GROUP BY "maint", "persons" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c92c1f24d6f71ef5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c92c1f24d6f71ef5.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cb69affaee6135b526166658b27d8723420e4bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_c92c1f24d6f71ef5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_c92c1f24d6f71ef5 +-- problem_id: v2p_c2_20c8e4c8d0752cb3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "maint" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "maint" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cd3cf469ab1e3cfa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cd3cf469ab1e3cfa.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ac61ef812f33005c583139b9764ebee8fe7b95f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cd3cf469ab1e3cfa.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_cd3cf469ab1e3cfa +-- problem_id: v2p_c2_771903094310f45b +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cf416ea5195084a1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cf416ea5195084a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..dba7b260ccace69b5b5b22e8d4ed0a00c3ff6114 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cf416ea5195084a1.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_cf416ea5195084a1 +-- problem_id: v2p_c2_d4c1ce2938b840b5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cf81438cb1061695.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cf81438cb1061695.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7cdb134666408de3c1e668fb0dba30baf0dd102 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_cf81438cb1061695.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_cf81438cb1061695 +-- problem_id: v2p_c2_2456f865de6a4e16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY support ASC, "maint", "doors" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d0467bdbc852e63f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d0467bdbc852e63f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1b5bd076985123789547cb57722016e6500069b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d0467bdbc852e63f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d0467bdbc852e63f +-- problem_id: v2p_c2_8a7dd5df766b58d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d1c6b9054a1eb935.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d1c6b9054a1eb935.sql new file mode 100644 index 0000000000000000000000000000000000000000..f791a9f6f7e24587e49a95230e8584e5a1a23f1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d1c6b9054a1eb935.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d1c6b9054a1eb935 +-- problem_id: v2p_c2_2574f680ed619553 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d2c4f5c15936eb9b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d2c4f5c15936eb9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..e935fb803a55c9fe1e232c7ee4b4359b800294b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d2c4f5c15936eb9b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_d2c4f5c15936eb9b +-- problem_id: v2p_c2_8b1f5e1e5db84e20 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d3fb57a38b48b22b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d3fb57a38b48b22b.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb92e44e3de6aca450967234d4196c50daa04a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d3fb57a38b48b22b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_d3fb57a38b48b22b +-- problem_id: v2p_c2_51085c93ae29eda0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d6078976091d045e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d6078976091d045e.sql new file mode 100644 index 0000000000000000000000000000000000000000..63e604002fba1e2498d52e2cda6aa121469b6597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d6078976091d045e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_d6078976091d045e +-- problem_id: v2p_c2_e81034b50243b114 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d60dee4549f78b4e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d60dee4549f78b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..737f4d585d99d945513ffa92b1c04a3d9ec13d7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d60dee4549f78b4e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_d60dee4549f78b4e +-- problem_id: v2p_c2_d8bd85457c6feb84 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'high' +GROUP BY "maint", "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d652774de5b115e3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d652774de5b115e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..4addf2a6f35d875bcceb319cd18b3d8aba8cd716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d652774de5b115e3.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_d652774de5b115e3 +-- problem_id: v2p_c2_57203f87aa069c71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "buying", + SUM(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "buying" +) +SELECT "buying", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d67c6b9aef36e70d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d67c6b9aef36e70d.sql new file mode 100644 index 0000000000000000000000000000000000000000..63f1eab38a2eb64a6db467e6dff85fda7ecc3f27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d67c6b9aef36e70d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d67c6b9aef36e70d +-- problem_id: v2p_c2_03098c1cafca1d8d +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "lug_boot" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d7d6ee53831b77d4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d7d6ee53831b77d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b47d806695bcf40fb30f8036de9440d1c5c01a46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d7d6ee53831b77d4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d7d6ee53831b77d4 +-- problem_id: v2p_c2_2bdb513447f80090 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d879a4ae632cdbdc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d879a4ae632cdbdc.sql new file mode 100644 index 0000000000000000000000000000000000000000..e91a2582562b0bf8cf5503e1787dd8c3fc625818 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_d879a4ae632cdbdc.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d879a4ae632cdbdc +-- problem_id: v2p_c2_1dcebda838691833 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dafbace0f8e8f3a9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dafbace0f8e8f3a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..b81fd7c4cb5de8a288ab27a262fc347c90292a55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dafbace0f8e8f3a9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_dafbace0f8e8f3a9 +-- problem_id: v2p_c2_4c62b9c1f83f5e4d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "safety" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "safety" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dbdaae1f154dbf42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dbdaae1f154dbf42.sql new file mode 100644 index 0000000000000000000000000000000000000000..94c4760956b376f61b2eaa0a68c8e1b3e9989505 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dbdaae1f154dbf42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_dbdaae1f154dbf42 +-- problem_id: v2p_c2_01e9c4b2ff40ac85 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dd8c0e450712a461.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dd8c0e450712a461.sql new file mode 100644 index 0000000000000000000000000000000000000000..33e90cb5c39d974f2b938a89e81e8ca9cb6becc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dd8c0e450712a461.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_dd8c0e450712a461 +-- problem_id: v2p_c2_23a22096f9ced68e +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dd96dce51bcaa81b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dd96dce51bcaa81b.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd45eb204233695ad461a7b7eff4beb811b64992 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_dd96dce51bcaa81b.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_dd96dce51bcaa81b +-- problem_id: v2p_c2_016468a6aa2522ad +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "lug_boot", + SUM(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "lug_boot" +) +SELECT "lug_boot", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_df6757d752c12702.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_df6757d752c12702.sql new file mode 100644 index 0000000000000000000000000000000000000000..be3f6d5b484ac0f9629d88dd9f4db17bcdae8323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_df6757d752c12702.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_df6757d752c12702 +-- problem_id: v2p_c2_4a63d17b6572280f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e0838ef0e42f332a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e0838ef0e42f332a.sql new file mode 100644 index 0000000000000000000000000000000000000000..379c2d2b999ba1609ba4c234a1ef768979af00d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e0838ef0e42f332a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_e0838ef0e42f332a +-- problem_id: v2p_c2_eaa960e7094c9cf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e0b9bd44e58b0470.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e0b9bd44e58b0470.sql new file mode 100644 index 0000000000000000000000000000000000000000..97e4598c98bace0b3bff70445a149ba4558785af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e0b9bd44e58b0470.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_e0b9bd44e58b0470 +-- problem_id: v2p_c2_eac01dac41e747e5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e2013f775cd03dca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e2013f775cd03dca.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c87271267bb56f0b0a6b7ca5140a4ba47b43c5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e2013f775cd03dca.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_e2013f775cd03dca +-- problem_id: v2p_c2_d209626a6372e19b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "persons" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "persons" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e20564d01d7a2bd9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e20564d01d7a2bd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0df7282c09d055a4b60b58f67921da33c815e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e20564d01d7a2bd9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e20564d01d7a2bd9 +-- problem_id: v2p_c2_08f5dcd484429a7d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e2489fb970a1200d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e2489fb970a1200d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7bd60a06637cb1b20a7aaa15aa95e7c9179eac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e2489fb970a1200d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_e2489fb970a1200d +-- problem_id: v2p_c2_c1094278c7e85205 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", COUNT(*) AS "support" +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e4565fa735d61a19.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e4565fa735d61a19.sql new file mode 100644 index 0000000000000000000000000000000000000000..b67edddcc1a055010a01e3dacd915db24d8eb2c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e4565fa735d61a19.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_e4565fa735d61a19 +-- problem_id: v2p_c2_e71c30ad1f5b896d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "doors" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "doors" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e6f72507c44aa977.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e6f72507c44aa977.sql new file mode 100644 index 0000000000000000000000000000000000000000..566b5986f8bde4f6a1e6899f4261f284897f440d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e6f72507c44aa977.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_e6f72507c44aa977 +-- problem_id: v2p_c2_6fd83f961b31ae16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e7487f64ef4d3a7a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e7487f64ef4d3a7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..8336b3734c116c49ec93c211696f532f72dbc231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e7487f64ef4d3a7a.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_e7487f64ef4d3a7a +-- problem_id: v2p_c2_1f37b82bd3cc9d45 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "persons", + SUM(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "persons" +) +SELECT "persons", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e83f868d42490e74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e83f868d42490e74.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f6a302e32e064847a27c6f639d4b5250e83774e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_e83f868d42490e74.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e83f868d42490e74 +-- problem_id: v2p_c2_689cf7f43593445d +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_eab5ecb5a40ec580.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_eab5ecb5a40ec580.sql new file mode 100644 index 0000000000000000000000000000000000000000..d31941a4febf02795495068ee40ef3d6ec70df72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_eab5ecb5a40ec580.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_eab5ecb5a40ec580 +-- problem_id: v2p_c2_da0bd59e9de035b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_eddde72db2ee0b51.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_eddde72db2ee0b51.sql new file mode 100644 index 0000000000000000000000000000000000000000..4da1d5a0e1629af32db98d34a4d71eaaacf385ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_eddde72db2ee0b51.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_eddde72db2ee0b51 +-- problem_id: v2p_c2_7d7a5a2f9feba6e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ee91e779f1cbe10c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ee91e779f1cbe10c.sql new file mode 100644 index 0000000000000000000000000000000000000000..9eff55ab1ed235da488f10d69456f5749627a771 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_ee91e779f1cbe10c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_ee91e779f1cbe10c +-- problem_id: v2p_c2_49fd27f9cf60862d +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f0fb84acf91ba7a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f0fb84acf91ba7a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4257489626074830b58268e62160514dab8ac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f0fb84acf91ba7a5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_f0fb84acf91ba7a5 +-- problem_id: v2p_c2_6bb456fa7b5c5d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS "distinct_entities" +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY "distinct_entities" DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f20e2fddc85ebb9a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f20e2fddc85ebb9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..0be725dbe62ea1889b2807956aeb05636fcaf7a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f20e2fddc85ebb9a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_f20e2fddc85ebb9a +-- problem_id: v2p_c2_e5049e070953e0c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f77c0809443ecbb5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f77c0809443ecbb5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2255ae12cb94e76ac4caf32c31b768700df5672b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_f77c0809443ecbb5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_f77c0809443ecbb5 +-- problem_id: v2p_c2_8c8f51a9aac6d0a2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_fa40e2289bf71f70.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_fa40e2289bf71f70.sql new file mode 100644 index 0000000000000000000000000000000000000000..d35b08841fede0df558dc01c64f77066ecc021a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_fa40e2289bf71f70.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_fa40e2289bf71f70 +-- problem_id: v2p_c2_ac9bc69c4fcb7205 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "doors", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "buying", "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_fd36f1028fbc3ea8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_fd36f1028fbc3ea8.sql new file mode 100644 index 0000000000000000000000000000000000000000..9250deffa90bd3c31ad8aa63bc036945e0aa29d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_fd36f1028fbc3ea8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_fd36f1028fbc3ea8 +-- problem_id: v2p_c2_fb2b66b1c0f78473 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_feaaf72ad059cd6b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_feaaf72ad059cd6b.sql new file mode 100644 index 0000000000000000000000000000000000000000..289aa47ca3e66b5b4d83f352da555633fbeeea49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c2/sql/v2q_c2_feaaf72ad059cd6b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_feaaf72ad059cd6b +-- problem_id: v2p_c2_1d8401f799683134 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f8b733ed1d41865de4c7ef56fb2440426fecbc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": 1794}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21883, "cached_input_tokens": 2432, "output_tokens": 111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c6939dd3e938f80aa42ab832830405aa6cc1bf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_002e0beee7a556ba", + "api_calls": 0, + "input_tokens": 21883, + "cached_input_tokens": 2432, + "output_tokens": 111, + "total_tokens": 21994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1794, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14920.27, + "sql_execution_elapsed_ms_total": 11.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_002e0beee7a556ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..898081911cb7b01d11c8a18812b2e3455c8bd026 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:50:44.656670+00:00", + "ended_at": "2026-05-04T07:50:59.577154+00:00", + "elapsed_ms": 14920.27, + "prompt_metrics": { + "chars": 6421, + "bytes_utf8": 6421, + "lines": 204, + "estimated_tokens": 1794 + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13180 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21883, + "cached_input_tokens": 2432, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4f6bf8ddac7c4ce94bdc4776cfa7352c728940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ac30e0080eca749df1f3ea582ae7c50368c9138 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-d721-7d81-9825-3e13eed2ef2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 18;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with fixed bindings group_col=parents and group_col_2=has_nurs on the single table c7.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21883,"cached_input_tokens":2432,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab575118fe1461c73cd89e749def636d467393f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 18;","notes":"Uses the required Pairwise Sparse Slice Count template with fixed bindings group_col=parents and group_col_2=has_nurs on the single table c7."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96574fed2a0e8e024919c6659885f90ac96d985b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:44.809534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:49.800007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:58.740386Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb5a178ec78f69f6e68edc98e32e2b8afe06140 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9297d73df49ba930fcd411e18ba5f528c1d2cfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_002e0beee7a556ba +-- problem_id: v2p_c7_c9f779b74a97be0e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a41979d9e53ab1ddafdfe9984bd930cd645c431 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 18;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"very_crit\", \"support\": 864}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07f164cae81cfa137a60eabcc1730fc4fcf4ef3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:50:44.653496+00:00", + "ended_at": "2026-05-04T07:50:59.620280+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_002e0beee7a556ba", + "problem_id": "v2p_c7_c9f779b74a97be0e", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_002e0beee7a556ba.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_002e0beee7a556ba", + "api_calls": 0, + "input_tokens": 21883, + "cached_input_tokens": 2432, + "output_tokens": 111, + "total_tokens": 21994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1794, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14920.27, + "sql_execution_elapsed_ms_total": 11.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_002e0beee7a556ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..452db9a36524e3714860586298bbcd51d0999ccf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_002e0beee7a556ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:59.601548+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14920.27, "started_at": "2026-05-04T07:50:44.656670+00:00", "ended_at": "2026-05-04T07:50:59.577154+00:00", "prompt_metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": 1794}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21883, "cached_input_tokens": 2432, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:50:44.809534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:49.800007Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c31259fb6f65b6bcde4c94cd4386c0fefbadcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-eac1-7631-90fc-323588d45176"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"has_nurs\\\" and condition_value fixed to 'critical'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21872,"cached_input_tokens":20864,"output_tokens":236}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1f786b78583c7773a9f67a8566fe088904a695a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \"has_nurs\" and condition_value fixed to 'critical'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59daee4a8a9234fd93e2c07a6265690ba1825786 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:26.841471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:29.527805Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:40.429678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4e4b45d507c845d7133445ca2f702c51215754 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "critical", "condition_rate": 1.0}, {"has_nurs": "very_crit", "condition_rate": 0.0}, {"has_nurs": "proper", "condition_rate": 0.0}, {"has_nurs": "less_proper", "condition_rate": 0.0}, {"has_nurs": "improper", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd49fc1d6383e8f03927e33485ec76a699f717c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_00a90c78464b449e +-- problem_id: v2p_c7_7c4ff8a308af5002 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1aef72a67f140b75cf43c2d2e0d21e14b8eed36b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"has_nurs\", \"condition_rate\"], \"rows\": [{\"has_nurs\": \"critical\", \"condition_rate\": 1.0}, {\"has_nurs\": \"very_crit\", \"condition_rate\": 0.0}, {\"has_nurs\": \"proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"less_proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"improper\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0248f14f94bbda78738a3ce08d82c9b9c0bfb388 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:34:26.578813+00:00", + "ended_at": "2026-05-04T07:34:41.461959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_00a90c78464b449e", + "problem_id": "v2p_c7_7c4ff8a308af5002", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_00a90c78464b449e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_00a90c78464b449e", + "api_calls": 0, + "input_tokens": 21872, + "cached_input_tokens": 20864, + "output_tokens": 236, + "total_tokens": 22108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1781, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1883, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14845.02, + "sql_execution_elapsed_ms_total": 6.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_00a90c78464b449e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d9cdca0753007cab9a34419f26d1a4a6f631b5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00a90c78464b449e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:41.440140+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14845.02, "started_at": "2026-05-04T07:34:26.582052+00:00", "ended_at": "2026-05-04T07:34:41.427467+00:00", "prompt_metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": 1781}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21872, "cached_input_tokens": 20864, "output_tokens": 236}, "stderr_preview": "2026-05-04T07:34:26.841471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:29.527805Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e8e6ca1114926302a72b3a8f496c18cb48172a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-3d2f-7313-a4ea-aee1a55c09b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template exactly with group_col=\\\"class\\\" and entity_col=\\\"class\\\" on the single table \\\"c7\\\". Since entity_col equals group_col, each group will have distinct_entities = 1 when non-NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":21376,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e27c5eb5dc6dc1ab64d0bb0d6e9dd49ad5585a41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template exactly with group_col=\"class\" and entity_col=\"class\" on the single table \"c7\". Since entity_col equals group_col, each group will have distinct_entities = 1 when non-NULL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e019f560461e01095c1013b4e8f2d454f7ec563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:27.576612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:29.965143Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:38.651942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..768d647cd78f7896dd6d221b480878890449764c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "very_recom", "distinct_entities": 1}, {"class": "spec_prior", "distinct_entities": 1}, {"class": "recommend", "distinct_entities": 1}, {"class": "priority", "distinct_entities": 1}, {"class": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f0d71335894a8c67812f5150634190b5a9050c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_00d7c4572902d575 +-- problem_id: v2p_c7_3cab71caf4a5db08 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70289c0d2401ded21742b3c9d4efa2eb8d54fe53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"very_recom\", \"distinct_entities\": 1}, {\"class\": \"spec_prior\", \"distinct_entities\": 1}, {\"class\": \"recommend\", \"distinct_entities\": 1}, {\"class\": \"priority\", \"distinct_entities\": 1}, {\"class\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e2175fd258d9bb6dfa01e360b3d31bcaab65ca2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:54:27.356583+00:00", + "ended_at": "2026-05-04T07:54:39.543061+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_00d7c4572902d575", + "problem_id": "v2p_c7_3cab71caf4a5db08", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_00d7c4572902d575.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_00d7c4572902d575", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 21376, + "output_tokens": 120, + "total_tokens": 21946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12142.59, + "sql_execution_elapsed_ms_total": 10.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_00d7c4572902d575\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1b407b378663f6c9cf748bdba8fc6590d55ee36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_00d7c4572902d575/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:39.524854+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12142.59, "started_at": "2026-05-04T07:54:27.362250+00:00", "ended_at": "2026-05-04T07:54:39.496095+00:00", "prompt_metrics": {"chars": 6357, "bytes_utf8": 6357, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21826, "cached_input_tokens": 21376, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:54:27.576612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:29.965143Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "entity_col": "social", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c103b719f0b883c5d8cbebf284974d7aed92cef7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-c839-7572-8ac1-fc0a5446526c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bindings exactly as given: group_col=\\\"social\\\", entity_col=\\\"social\\\", predicate_col=\\\"social\\\", predicate_value='nonprob', top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21881,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..262e0ec704319dc0f4d633fef621473bfa9d7556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the provided template and bindings exactly as given: group_col=\"social\", entity_col=\"social\", predicate_col=\"social\", predicate_value='nonprob', top_k=12."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f293b3d316a731e65c18c7ebbbb74c448672d85b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:03.174972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:05.821912Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:14.488997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5af46059ca40ed119408a79267a9cce40271a030 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8c0feb1795a42fc4c70aba5a896fa100a9991b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_02ae4f76f7745eed +-- problem_id: v2p_c7_0182f97b82dab147 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3bc04d217f6d86e124e749ff708e891e6571cd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5f08938fe5dc0a50da8826d2d502ab024d3475d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:55:02.981583+00:00", + "ended_at": "2026-05-04T07:55:15.155662+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_02ae4f76f7745eed", + "problem_id": "v2p_c7_0182f97b82dab147", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "entity_col": "social", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_02ae4f76f7745eed.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_02ae4f76f7745eed", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 22000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12134.89, + "sql_execution_elapsed_ms_total": 6.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_02ae4f76f7745eed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6967dff1f4295bc2f8704507e9df42a92b2ab530 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:15.142009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12134.89, "started_at": "2026-05-04T07:55:02.985525+00:00", "ended_at": "2026-05-04T07:55:15.119267+00:00", "prompt_metrics": {"chars": 6578, "bytes_utf8": 6578, "lines": 208, "estimated_tokens": 1792}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21881, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:55:03.174972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:05.821912Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aef7d20ceff6404df883e66c5ddab178278acb23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-a64b-77b1-8f16-7c82f0457795"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"parents\\\", group_col_2=\\\"health\\\", predicate_col=\\\"social\\\" and predicate_value='nonprob'. Query is SQLite-compatible and only references the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21894,"cached_input_tokens":20864,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..709cca8bb36c9b6ff9a726a3e4029cbf04f2e4f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"parents\", \"health\"\nORDER BY row_count DESC;","notes":"Used the required template with bound roles: group_col=\"parents\", group_col_2=\"health\", predicate_col=\"social\" and predicate_value='nonprob'. Query is SQLite-compatible and only references the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f81179b005e3a77f93fc8c834673a4164c74fce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:52.663433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:55.050510Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:03.098920Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1afb25dbf71845fed557ee9c758035b1bd113d8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "row_count": 480}, {"parents": "great_pret", "health": "priority", "row_count": 480}, {"parents": "great_pret", "health": "recommended", "row_count": 480}, {"parents": "pretentious", "health": "not_recom", "row_count": 480}, {"parents": "pretentious", "health": "priority", "row_count": 480}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8bab81b0d1c3e986709b9d7eb601f0ef7e5a98a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_02e0efeead8a09fb +-- problem_id: v2p_c7_d73093c2f09b0000 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", COUNT(*) AS row_count +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "parents", "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b67b9427cf54f79110ce36c1de173f0cab9305a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"parents\", \"health\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"health\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"row_count\": 480}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"row_count\": 480}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"row_count\": 480}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"row_count\": 480}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"row_count\": 480}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"row_count\": 480}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"row_count\": 480}, {\"parents\": \"usual\", \"health\": \"priority\", \"row_count\": 480}, {\"parents\": \"usual\", \"health\": \"recommended\", \"row_count\": 480}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87bad65a6e9279e6d319c8cf38452dab8744d8aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:30:52.486084+00:00", + "ended_at": "2026-05-04T07:31:03.908296+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_02e0efeead8a09fb", + "problem_id": "v2p_c7_d73093c2f09b0000", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_02e0efeead8a09fb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_02e0efeead8a09fb", + "api_calls": 0, + "input_tokens": 21894, + "cached_input_tokens": 20864, + "output_tokens": 127, + "total_tokens": 22021, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1803, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11369.51, + "sql_execution_elapsed_ms_total": 12.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_02e0efeead8a09fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..815096892bc092aad1be61051538047ac2312d24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_02e0efeead8a09fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:03.886792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11369.51, "started_at": "2026-05-04T07:30:52.488877+00:00", "ended_at": "2026-05-04T07:31:03.858963+00:00", "prompt_metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 208, "estimated_tokens": 1803}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21894, "cached_input_tokens": 20864, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:30:52.663433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:55.050510Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=form, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5da0c804ad644808e1ed4cc836bf4235cba87ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-98e7-7b90-a768-93e559838d2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17 using only the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":19840,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f51e15d081c522aaaa3cda237dc0e1b7368002f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"form\", target_col=\"class\", target_value='spec_prior', min_support=4, and top_k=17 using only the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0866fc805adaf6de8227fd2c0da507b8ba00a96f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:06.754906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:09.379991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:19.038130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b1218812ae9a7602f6f390294b3e16337c59bc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=form, target_col=class. +Result preview: [{"form": "foster", "support": 3240, "focus_rate": 0.3506172839506173}, {"form": "incomplete", "support": 3240, "focus_rate": 0.32469135802469135}, {"form": "completed", "support": 3240, "focus_rate": 0.29876543209876544}, {"form": "complete", "support": 3240, "focus_rate": 0.2740740740740741}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6128153a4995ce1282e89cd6de877a15c0badf18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_04223e355625648d +-- problem_id: v2p_c7_46df379f83ed34ce +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b374d36743cafb8536de15d3f8d44c358cc424d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"form\", \"support\", \"focus_rate\"], \"rows\": [{\"form\": \"foster\", \"support\": 3240, \"focus_rate\": 0.3506172839506173}, {\"form\": \"incomplete\", \"support\": 3240, \"focus_rate\": 0.32469135802469135}, {\"form\": \"completed\", \"support\": 3240, \"focus_rate\": 0.29876543209876544}, {\"form\": \"complete\", \"support\": 3240, \"focus_rate\": 0.2740740740740741}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86a24e33fbaaa4faf487113f7b02d37c8d8aff23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:46:06.543650+00:00", + "ended_at": "2026-05-04T07:46:20.159702+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_04223e355625648d", + "problem_id": "v2p_c7_46df379f83ed34ce", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=form, target_col=class.", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_04223e355625648d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04223e355625648d", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 22071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13574.17, + "sql_execution_elapsed_ms_total": 8.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_04223e355625648d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c18445bb7b4f7e6b05a28747a6892fd50f707a36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:20.143140+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13574.17, "started_at": "2026-05-04T07:46:06.550408+00:00", "ended_at": "2026-05-04T07:46:20.124298+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21915, "cached_input_tokens": 19840, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:46:06.754906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:09.379991Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17 using only the single table \\\"c7\\\".\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf3e128cbb7613d5dba9fe66cae7bedb0585fed7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04223e355625648d", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 22071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13574.17, + "sql_execution_elapsed_ms_total": 8.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_04223e355625648d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..425d3df5b0a4b3e71c6374da0373ec08a262cfdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6430, "bytes_utf8": 6430, "lines": 206, "estimated_tokens": 1757}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21846, "cached_input_tokens": 19840, "output_tokens": 157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b0839fddee37b6718e8162a445ca825a24504f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_05c82c946434fc15", + "api_calls": 0, + "input_tokens": 21846, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 22003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1757, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14075.14, + "sql_execution_elapsed_ms_total": 3.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_05c82c946434fc15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95ff352edf0e9c9890876339d2e3764183e8eee8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:27:52.588085+00:00", + "ended_at": "2026-05-04T07:28:06.663653+00:00", + "elapsed_ms": 14075.14, + "prompt_metrics": { + "chars": 6430, + "bytes_utf8": 6430, + "lines": 206, + "estimated_tokens": 1757 + }, + "stdout_metrics": { + "chars": 647, + "bytes_utf8": 647, + "lines": 4, + "estimated_tokens": 184 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13276 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 329, + "bytes_utf8": 329, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 21846, + "cached_input_tokens": 19840, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6423de27437b709eb3635b3c65fe030089a905f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41443bd67804c6f4866f39bf6368952c7e99d9d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-e79e-76b0-b462-1504382176a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with bound roles: group_col=form and predicate form = 'complete'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21846,"cached_input_tokens":19840,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c8c1417254875fa7c7a853b090f9ae1e1567ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with bound roles: group_col=form and predicate form = 'complete'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2c351b2c0afe0e3ec466db8d748c8d8802162c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:52.797860Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:55.328891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:05.772548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a369f82c78ed159e7031c638644e2f299d4c101 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8b03653cd466060d58c372ca366f68194c0eb5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_05c82c946434fc15 +-- problem_id: v2p_c7_d42de31f78294813 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "form" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b25138a1b21b27328f003b2ce568fadd5e0ff825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1928c177e579e59171d6c62196a90cff7c7c7c40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:27:52.584921+00:00", + "ended_at": "2026-05-04T07:28:06.693254+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_05c82c946434fc15", + "problem_id": "v2p_c7_d42de31f78294813", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_05c82c946434fc15.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_05c82c946434fc15", + "api_calls": 0, + "input_tokens": 21846, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 22003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1757, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14075.14, + "sql_execution_elapsed_ms_total": 3.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_05c82c946434fc15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d06a2837d0f655823d295af289782268c62958e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_05c82c946434fc15/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:06.681078+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14075.14, "started_at": "2026-05-04T07:27:52.588085+00:00", "ended_at": "2026-05-04T07:28:06.663653+00:00", "prompt_metrics": {"chars": 6430, "bytes_utf8": 6430, "lines": 206, "estimated_tokens": 1757}, "response_metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21846, "cached_input_tokens": 19840, "output_tokens": 157}, "stderr_preview": "2026-05-04T07:27:52.797860Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:55.328891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=social.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ec1557ef56333124ceb5ab07f6b6ab04fa5510c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-26af-7c70-9e17-33f1bc9716b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"social\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"social\\\", and top_k=13 on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21878,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd4c3b02c0202e4dba7a6d4a722d0089b72f2470 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY support ASC, \"parents\", \"social\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"social\", and top_k=13 on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18de8e471a38b47cdebcae54cffe7cd1439bdeed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:10.720981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:13.168484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:22.094080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1ed09136acdf4c1bd3e359c732fcec920fef8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=social. +Result preview: [{"parents": "great_pret", "social": "nonprob", "support": 1440}, {"parents": "great_pret", "social": "problematic", "support": 1440}, {"parents": "great_pret", "social": "slightly_prob", "support": 1440}, {"parents": "pretentious", "social": "nonprob", "support": 1440}, {"parents": "pretentious", "social": "problematic", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b7446e070949c427a328d26e4c282685aeb6a44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_08946c979c78e6ff +-- problem_id: v2p_c7_caa92c46368ffdb0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "social" +ORDER BY support ASC, "parents", "social" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..590295aee71b87d9047211d8158a3e80053109b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY support ASC, \"parents\", \"social\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"social\\\"\\nLIMIT 13;\", \"columns\": [\"parents\", \"social\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"great_pret\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b51b5a5474e77187f7945c61b931c0945cfcbfac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:52:10.549265+00:00", + "ended_at": "2026-05-04T07:52:22.854636+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_08946c979c78e6ff", + "problem_id": "v2p_c7_caa92c46368ffdb0", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=social.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_08946c979c78e6ff.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_08946c979c78e6ff", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12263.38, + "sql_execution_elapsed_ms_total": 13.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_08946c979c78e6ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..034f9031f5d1cb59bdc6a72654cf4095a9f0a16d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_08946c979c78e6ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:22.833990+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12263.38, "started_at": "2026-05-04T07:52:10.552872+00:00", "ended_at": "2026-05-04T07:52:22.816040+00:00", "prompt_metrics": {"chars": 6415, "bytes_utf8": 6415, "lines": 204, "estimated_tokens": 1789}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21878, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:52:10.720981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:13.168484Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "pretentious", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a86e40de59a9b178ce1bc1d828a26a8178654998 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-b9c5-7440-9ae5-1459b95459a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"parents\\\", and condition_value bound to 'pretentious'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":21376,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..788c81b6e97ef04a59d402cc689092cae645fe5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with both group_col and condition_col bound to \"parents\", and condition_value bound to 'pretentious'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e06b7cc9f80778d749ffcac5cead046417c1116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:14.277600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:16.672671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:25.760022Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a05da79a2691c83799dca8a417e0cc54c95d0b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "pretentious", "condition_rate": 1.0}, {"parents": "usual", "condition_rate": 0.0}, {"parents": "great_pret", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc43b73a45b157336174b1379282c3c8de009db2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_0f5557485e877cb7 +-- problem_id: v2p_c7_6615b70dee682dd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d32ae892e14663cfada37f93b5570d89c8ede26e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"parents\", \"condition_rate\"], \"rows\": [{\"parents\": \"pretentious\", \"condition_rate\": 1.0}, {\"parents\": \"usual\", \"condition_rate\": 0.0}, {\"parents\": \"great_pret\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd73b8b36ca739b00b271ac510cc528a58be6b14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:34:14.017880+00:00", + "ended_at": "2026-05-04T07:34:26.576694+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_0f5557485e877cb7", + "problem_id": "v2p_c7_6615b70dee682dd0", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents.", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "pretentious", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_0f5557485e877cb7.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_0f5557485e877cb7", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 21376, + "output_tokens": 170, + "total_tokens": 22037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12522.47, + "sql_execution_elapsed_ms_total": 6.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_0f5557485e877cb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db22d720c01f5329b6f49296e98972e9a5c56dbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_0f5557485e877cb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:26.561455+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12522.47, "started_at": "2026-05-04T07:34:14.020955+00:00", "ended_at": "2026-05-04T07:34:26.543666+00:00", "prompt_metrics": {"chars": 6524, "bytes_utf8": 6524, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21867, "cached_input_tokens": 21376, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:34:14.277600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:16.672671Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=form.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "form", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47570857070132b1c339272e5d1d6ddd46a7ae26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-a214-73e1-849a-b5c5c5935d1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 16;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"form\\\" and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5228be8ca556751c47383d2decb01270ca33c5fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 16;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"form\" and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afe48375d0d94169729b7b961f7570901e938b15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:25.765775Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:28.477290Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:39.999420Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c018c69c0e87032705463a3004a4e67251b18b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}, {"form": "completed", "support": 3240}, {"form": "foster", "support": 3240}, {"form": "incomplete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe3e943d574e75a54bc5ac6e6c5c32a56c6f5e32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_120a18f6f602f85e +-- problem_id: v2p_c7_eadca54579b96b33 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db6b95c2cbc52d3145848af08a2adb5562ec7173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 16;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}, {\"form\": \"completed\", \"support\": 3240}, {\"form\": \"foster\", \"support\": 3240}, {\"form\": \"incomplete\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a159b1a3e340e38ce4fa9ee7ab149587a377fd43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:49:21.856119+00:00", + "ended_at": "2026-05-04T07:49:40.947184+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_120a18f6f602f85e", + "problem_id": "v2p_c7_eadca54579b96b33", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_120a18f6f602f85e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_120a18f6f602f85e", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 21908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19049.68, + "sql_execution_elapsed_ms_total": 9.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_120a18f6f602f85e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5b80c4359e81b7f13887fe678d40f4821b232df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_120a18f6f602f85e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:40.928870+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19049.68, "started_at": "2026-05-04T07:49:21.860143+00:00", "ended_at": "2026-05-04T07:49:40.909943+00:00", "prompt_metrics": {"chars": 6235, "bytes_utf8": 6235, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:49:25.765775Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:28.477290Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=form.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "less_proper", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..492834155cddfaf83778b2b913b7134fe8c6511c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-c324-75d1-9316-39c5d8d72005"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"form\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'less_proper'\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filled the provided Filtered Two-Dimensional Group Count template using group_col=\\\"parents\\\", group_col_2=\\\"form\\\", and predicate has_nurs = 'less_proper'. Used only the single table and quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21896,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e10889b71789aba761c3d3d63d55adaee3b4bcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"form\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"has_nurs\" = 'less_proper'\nGROUP BY \"parents\", \"form\"\nORDER BY \"row_count\" DESC;","notes":"Filled the provided Filtered Two-Dimensional Group Count template using group_col=\"parents\", group_col_2=\"form\", and predicate has_nurs = 'less_proper'. Used only the single table and quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35083d7086dd8d0ac6d913d83be1574bff6bbeef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:54.547513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:56.985735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:04.492919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77e384d8b6fd2c437cfe30827504593ee367b17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=form. +Result preview: [{"parents": "great_pret", "form": "complete", "row_count": 216}, {"parents": "great_pret", "form": "completed", "row_count": 216}, {"parents": "great_pret", "form": "foster", "row_count": 216}, {"parents": "great_pret", "form": "incomplete", "row_count": 216}, {"parents": "pretentious", "form": "complete", "row_count": 216}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a58de1f2c51bb3d753985cb979fe69f4ecd0557 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_1225a108b86a4252 +-- problem_id: v2p_c7_473395ff973fc041 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", COUNT(*) AS "row_count" +FROM "c7" +WHERE "has_nurs" = 'less_proper' +GROUP BY "parents", "form" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e88e5c5089223af0e1b3a1037a130a088427d615 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"form\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"has_nurs\" = 'less_proper'\nGROUP BY \"parents\", \"form\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"form\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'less_proper'\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"parents\", \"form\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"form\": \"complete\", \"row_count\": 216}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"row_count\": 216}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"row_count\": 216}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"complete\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"completed\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"foster\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"row_count\": 216}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..231504e789b0b9543f9c8320c7bfcfb8ae78abab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:29:54.332178+00:00", + "ended_at": "2026-05-04T07:30:05.401032+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_1225a108b86a4252", + "problem_id": "v2p_c7_473395ff973fc041", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=form.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "less_proper", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_1225a108b86a4252.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_1225a108b86a4252", + "api_calls": 0, + "input_tokens": 21896, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 22031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1805, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11036.19, + "sql_execution_elapsed_ms_total": 4.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_1225a108b86a4252\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ecdbcacd9b5015929c877aef5bbb8785b9f0bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_1225a108b86a4252/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:05.388065+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11036.19, "started_at": "2026-05-04T07:29:54.335464+00:00", "ended_at": "2026-05-04T07:30:05.371925+00:00", "prompt_metrics": {"chars": 6560, "bytes_utf8": 6560, "lines": 208, "estimated_tokens": 1805}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21896, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:29:54.547513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:56.985735Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..904dbb1860d74175499cce0926dfa929f65aee27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-5ed8-7223-8f97-337ce6737000"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"finance\\\",\\n SUM(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"finance\\\"\\n)\\nSELECT \\\"finance\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required grouped ratio template with group_col and condition_col both bound to \\\"finance\\\", comparing 'convenient' to 'inconv' in SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22016,"cached_input_tokens":20864,"output_tokens":252}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e287d61c97fe65fe187569f989c61f65ef1258c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"finance\",\n SUM(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"finance\"\n)\nSELECT \"finance\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the required grouped ratio template with group_col and condition_col both bound to \"finance\", comparing 'convenient' to 'inconv' in SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d8e81f428c103127a100a50ae9d419590a0f71b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:07.627748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:10.121116Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:20.967636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f8141f385c42f438c67592a5e34cf5eb6ffd4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "inconv", "condition_ratio": 0.0}, {"finance": "convenient", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9bbca159afe6a360a55fbf85515452d2b0e6116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_186da27d4b4d29fb +-- problem_id: v2p_c7_b14640702e75dc1d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "finance", + SUM(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "finance" +) +SELECT "finance", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5802c2f31da61629c6e2d4b3b17bfddcf55a9fd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"finance\",\n SUM(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"finance\"\n)\nSELECT \"finance\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"finance\\\",\\n SUM(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"finance\\\"\\n)\\nSELECT \\\"finance\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"finance\", \"condition_ratio\"], \"rows\": [{\"finance\": \"inconv\", \"condition_ratio\": 0.0}, {\"finance\": \"convenient\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95609248f4bdb0bbd7465013c2ce0fd3c00653d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:37:07.370506+00:00", + "ended_at": "2026-05-04T07:37:21.815494+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_186da27d4b4d29fb", + "problem_id": "v2p_c7_b14640702e75dc1d", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance.", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_186da27d4b4d29fb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_186da27d4b4d29fb", + "api_calls": 0, + "input_tokens": 22016, + "cached_input_tokens": 20864, + "output_tokens": 252, + "total_tokens": 22268, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1925, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2094, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14403.27, + "sql_execution_elapsed_ms_total": 8.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_186da27d4b4d29fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fec7fbbdda2cc4626108ebb06ce2e9a55b883d84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_186da27d4b4d29fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:21.797631+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14403.27, "started_at": "2026-05-04T07:37:07.374510+00:00", "ended_at": "2026-05-04T07:37:21.777895+00:00", "prompt_metrics": {"chars": 7077, "bytes_utf8": 7077, "lines": 207, "estimated_tokens": 1925}, "response_metrics": {"chars": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22016, "cached_input_tokens": 20864, "output_tokens": 252}, "stderr_preview": "2026-05-04T07:37:07.627748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:10.121116Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "class", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7865eff162d76bbbfaf870d88837bd654710b6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-890a-75c2-806e-2c1f83537ef7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided template with group_col=\\\"class\\\", entity_col=\\\"class\\\", and filter \\\"children\\\" = '3'. Identifier quoting is SQLite-compatible and restricted to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":21376,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..937f7d44df3932a4263b56ceb14bebcc1375540d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Applied the provided template with group_col=\"class\", entity_col=\"class\", and filter \"children\" = '3'. Identifier quoting is SQLite-compatible and restricted to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9601e706f6f407ac3157c9d47840d232c82bf8ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:52.497462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:54.851888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:04.064284Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbff121234a225770746e96e1e3038f59f9dabd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "very_recom", "distinct_entities": 1}, {"class": "spec_prior", "distinct_entities": 1}, {"class": "priority", "distinct_entities": 1}, {"class": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94bdb3ca16ecf776db5f625d15c96349ef4fb5fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_189816d0ee3318b4 +-- problem_id: v2p_c7_63dec50ecaa7839b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef11a5889b3d94aaa521558ed60100f443ec00b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"very_recom\", \"distinct_entities\": 1}, {\"class\": \"spec_prior\", \"distinct_entities\": 1}, {\"class\": \"priority\", \"distinct_entities\": 1}, {\"class\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30d677a691eb006f3c29245396c173dd1fa353e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:55:52.342976+00:00", + "ended_at": "2026-05-04T07:56:05.015291+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_189816d0ee3318b4", + "problem_id": "v2p_c7_63dec50ecaa7839b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "class", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_189816d0ee3318b4.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_189816d0ee3318b4", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 21376, + "output_tokens": 119, + "total_tokens": 21998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12637.36, + "sql_execution_elapsed_ms_total": 4.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_189816d0ee3318b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b4f7cf64171f54278371566d03b6ad6bbc90273 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:05.001482+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12637.36, "started_at": "2026-05-04T07:55:52.346917+00:00", "ended_at": "2026-05-04T07:56:04.980070+00:00", "prompt_metrics": {"chars": 6570, "bytes_utf8": 6570, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21879, "cached_input_tokens": 21376, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:55:52.497462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:54.851888Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "entity_col": "class", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20cfb76570fcb598c34197a5aaf41e4aa7e5e36b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-56a0-7e91-87d1-1a89bea36ee2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"class\\\", entity_col=\\\"class\\\", and filter \\\"class\\\" = 'recommend'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21880,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbe6d15036f311446a6b08b54badefb55041b2d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the provided template exactly with group_col=\"class\", entity_col=\"class\", and filter \"class\" = 'recommend'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f3d6f184b0af900656a70068b43d9cdbb7794ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:39.606212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:42.001487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:51.734159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..111019e433c1555d2b7c57b9cec78c319d3ca299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "recommend", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e554ebf1f1f77e803d4fe8303bcc34be18013f9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_19656a865f1e1ef8 +-- problem_id: v2p_c7_89f587d7fc02f000 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cd8f83da0535591e2c4b5d850272396804171c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"recommend\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff292342c723bf8fe2cff35a3e7e9787706ff44d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:55:39.430605+00:00", + "ended_at": "2026-05-04T07:55:52.340490+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_19656a865f1e1ef8", + "problem_id": "v2p_c7_89f587d7fc02f000", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "entity_col": "class", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_19656a865f1e1ef8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_19656a865f1e1ef8", + "api_calls": 0, + "input_tokens": 21880, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 22000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1791, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12878.02, + "sql_execution_elapsed_ms_total": 3.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_19656a865f1e1ef8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae06dd0539676c22cddf6d0c92bd6fca1c453c75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:52.330125+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12878.02, "started_at": "2026-05-04T07:55:39.434038+00:00", "ended_at": "2026-05-04T07:55:52.307872+00:00", "prompt_metrics": {"chars": 6576, "bytes_utf8": 6576, "lines": 208, "estimated_tokens": 1791}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21880, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:55:39.606212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:42.001487Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=has_nurs, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fbaa9e22e93c32f9a7bceaaca77503352c846d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-972f-71f3-ba75-93639f231ad4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=parents, group_col_2=has_nurs, target_col=class, and target_value='spec_prior'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21908,"cached_input_tokens":6528,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43011ba775a77d25756d869e1e116a4ca836a0a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"has_nurs\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=parents, group_col_2=has_nurs, target_col=class, and target_value='spec_prior'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27c8d64e7a3ad82c365271ed238908b5e3273036 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:22.018166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:24.553634Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:34.303485Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6157144e32b473965ecaf5d666aa18019477850a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=has_nurs, target_col=class. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "target_rate": 0.5856481481481481}, {"parents": "great_pret", "has_nurs": "improper", "target_rate": 0.5856481481481481}, {"parents": "great_pret", "has_nurs": "very_crit", "target_rate": 0.5856481481481481}, {"parents": "pretentious", "has_nurs": "critical", "target_rate": 0.5856481481481481}, {"parents": "pretentious", "has_nurs": "very_crit", "target_rate": 0.5856481481481481}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..534701189d244072de0f18e105ea5f91026fe775 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_20453c69ed4b2366 +-- problem_id: v2p_c7_ea442dc2f68183f9 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26459309289d498cc4986287f130f02ee35c0fdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"has_nurs\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"has_nurs\", \"target_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"usual\", \"has_nurs\": \"very_crit\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"has_nurs\": \"proper\", \"target_rate\": 0.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dff0f1bb2e744e54cebc5721b50b0329ac77d681 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:37:21.818018+00:00", + "ended_at": "2026-05-04T07:37:35.127009+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_20453c69ed4b2366", + "problem_id": "v2p_c7_ea442dc2f68183f9", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=has_nurs, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_20453c69ed4b2366.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_20453c69ed4b2366", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 6528, + "output_tokens": 139, + "total_tokens": 22047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1817, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13267.87, + "sql_execution_elapsed_ms_total": 12.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_20453c69ed4b2366\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c45fa0a28d5d1f16070c9b5268045c473926e08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_20453c69ed4b2366/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:35.107137+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13267.87, "started_at": "2026-05-04T07:37:21.821036+00:00", "ended_at": "2026-05-04T07:37:35.088742+00:00", "prompt_metrics": {"chars": 6561, "bytes_utf8": 6561, "lines": 207, "estimated_tokens": 1817}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21908, "cached_input_tokens": 6528, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:37:22.018166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:24.553634Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2587d1eb936a8dabd12dbb169169761b6ce016d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-b2fd-79a3-8eca-1f6abe2e8a47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":21376,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4e567bb6149bc86164de258529f9d6bca83f2d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"parents\", target_col=\"class\", target_value='not_recom', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ba7634e8968783f218fc55d3e934db6dc13e02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:07.931503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:10.441929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:20.166361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ac47ba664724427ef292b52b6773c72df06e3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class. +Result preview: [{"parents": "great_pret", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "pretentious", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "usual", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..560356dee0febb479162e807435c22ad60fadbf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_2251b037d8d0a23f +-- problem_id: v2p_c7_42c0deb0ca8b66c1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74888b6db74fa1e81a5fc3c69fc1ac8fe78869be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"parents\", \"support\", \"focus_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed193971306d54d7c16ddc609954a247bfebe14c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:45:07.497581+00:00", + "ended_at": "2026-05-04T07:45:21.256467+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2251b037d8d0a23f", + "problem_id": "v2p_c7_42c0deb0ca8b66c1", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class.", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_2251b037d8d0a23f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 171, + "total_tokens": 22088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13715.18, + "sql_execution_elapsed_ms_total": 9.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_2251b037d8d0a23f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c9fe8f92baf4b54fed0859caea59b556b176805 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:21.243178+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13715.18, "started_at": "2026-05-04T07:45:07.507662+00:00", "ended_at": "2026-05-04T07:45:21.221815+00:00", "prompt_metrics": {"chars": 6589, "bytes_utf8": 6589, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 21376, "output_tokens": 171}, "stderr_preview": "2026-05-04T07:45:07.931503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:10.441929Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea41775745deb660dbb9231c03add559ac1e9403 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 171, + "total_tokens": 22088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13715.18, + "sql_execution_elapsed_ms_total": 9.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_2251b037d8d0a23f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5853575d53ac8e3720ba294df457ad0021452ef1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 207, "estimated_tokens": 1817}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21908, "cached_input_tokens": 21376, "output_tokens": 193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30eaa277165eb873b32e11c7acb4b16e8a8b445d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_266001478b2634d4", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 21376, + "output_tokens": 193, + "total_tokens": 22101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1817, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15298.11, + "sql_execution_elapsed_ms_total": 13.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_266001478b2634d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7b98c80d37bac959cea159901b204f0ab6a3d65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:40:46.440324+00:00", + "ended_at": "2026-05-04T07:41:01.740296+00:00", + "elapsed_ms": 15298.11, + "prompt_metrics": { + "chars": 6554, + "bytes_utf8": 6554, + "lines": 207, + "estimated_tokens": 1817 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 21908, + "cached_input_tokens": 21376, + "output_tokens": 193 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d40f7a069242100f8f9b68b15ddd0a0d9c0396f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=has_nurs, group_col_2=form, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f071148eb1bbe7b9af525ecdfb7528fbf3923e30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-c341-7911-8c36-fe0c70cdf3fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"has_nurs\\\", group_col_2=\\\"form\\\", and target_col=\\\"class\\\" for target_value='not_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21908,"cached_input_tokens":21376,"output_tokens":193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a7551db7f89facc3503488cf06e4b0f35df839c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"form\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"form\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"has_nurs\", group_col_2=\"form\", and target_col=\"class\" for target_value='not_recom'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6120f87d762f1b8c4282bfcfb3079495e1051795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:49.956032Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:52.421238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:01.125227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b5d645dcc3a515e995427e025998c2b6f82233 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=has_nurs, group_col_2=form, target_col=class. +Result preview: [{"has_nurs": "critical", "form": "complete", "target_rate": 0.3333333333333333}, {"has_nurs": "critical", "form": "completed", "target_rate": 0.3333333333333333}, {"has_nurs": "critical", "form": "foster", "target_rate": 0.3333333333333333}, {"has_nurs": "critical", "form": "incomplete", "target_rate": 0.3333333333333333}, {"has_nurs": "improper", "form": "complete", "target_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd40c314c699953622a5780f3368aecb73438137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_266001478b2634d4 +-- problem_id: v2p_c7_736ebf07d1482ff1 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "has_nurs", "form" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..701faf3a1b8826f2d3b5bd6ef44c5900cf7a73d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"form\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"form\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"has_nurs\", \"form\", \"target_rate\"], \"rows\": [{\"has_nurs\": \"critical\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"critical\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"critical\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"critical\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1fbc846bbc02300110182e12792e807823f227b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:40:46.433516+00:00", + "ended_at": "2026-05-04T07:41:01.780595+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_266001478b2634d4", + "problem_id": "v2p_c7_736ebf07d1482ff1", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=has_nurs, group_col_2=form, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_266001478b2634d4.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_266001478b2634d4", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 21376, + "output_tokens": 193, + "total_tokens": 22101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1817, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15298.11, + "sql_execution_elapsed_ms_total": 13.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_266001478b2634d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2758ac53de4382768ad424e867edfe989e80cbc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_266001478b2634d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:01.757841+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15298.11, "started_at": "2026-05-04T07:40:46.440324+00:00", "ended_at": "2026-05-04T07:41:01.740296+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 207, "estimated_tokens": 1817}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21908, "cached_input_tokens": 21376, "output_tokens": 193}, "stderr_preview": "2026-05-04T07:40:49.956032Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:52.421238Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "problematic", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98ee0282b86f3a22b987548aa698847753128ceb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-978c-7581-a2c0-a66912e3e98e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"social\\\" and condition_col=\\\"social\\\" using condition_value='problematic'. Because the grouped column and conditioned column are the same, the result shows 1.0 for the 'problematic' group and 0.0 for other social groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":20864,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae164f5940881f51bc5fce7628e0d4cf052c1779 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"social\" and condition_col=\"social\" using condition_value='problematic'. Because the grouped column and conditioned column are the same, the result shows 1.0 for the 'problematic' group and 0.0 for other social groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49402d1f7e605351bb3cf67bf2ec5472c45ce7b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:00.006677Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:02.433764Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:11.402557Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d55854590fa8ad96df9f35810fd0a81e32aa519 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "problematic", "condition_rate": 1.0}, {"social": "slightly_prob", "condition_rate": 0.0}, {"social": "nonprob", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de6452660c82289863b7b8c6b881ab51f60c82e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_282e23d3e0cdf8bd +-- problem_id: v2p_c7_9a00c848f36336fd +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68f60be0296aa4f4ff16035af3637e288ab26b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"social\", \"condition_rate\"], \"rows\": [{\"social\": \"problematic\", \"condition_rate\": 1.0}, {\"social\": \"slightly_prob\", \"condition_rate\": 0.0}, {\"social\": \"nonprob\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfcefb5b11c302bfd90e1559506e6aea265eab3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:32:59.776065+00:00", + "ended_at": "2026-05-04T07:33:12.300677+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_282e23d3e0cdf8bd", + "problem_id": "v2p_c7_9a00c848f36336fd", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, condition_col=social.", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "problematic", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_282e23d3e0cdf8bd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_282e23d3e0cdf8bd", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12484.87, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_282e23d3e0cdf8bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc5012f4e4faadcb306d1934742a0faa326d6d68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_282e23d3e0cdf8bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:12.282725+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12484.87, "started_at": "2026-05-04T07:32:59.780144+00:00", "ended_at": "2026-05-04T07:33:12.264677+00:00", "prompt_metrics": {"chars": 6513, "bytes_utf8": 6513, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21867, "cached_input_tokens": 20864, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:33:00.006677Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:02.433764Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8c54f02611b10140d299d7e478bbc028f3fd2c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-1b9f-7b51-81d4-15d3478985bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 13;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"class\\\" and top_k set to 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21813,"cached_input_tokens":19840,"output_tokens":98}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..536ebe9266033b985362c23fd5130a523d0a3898 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 13;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"class\" and top_k set to 13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec5f06127bc094eb99113946c4770c565bc2c73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:45.751678Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:49.593451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:56.903631Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4991a8398bd184ea26886d68c5707cf0a440f12c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class. +Result preview: [{"class": "recommend", "support": 2}, {"class": "very_recom", "support": 328}, {"class": "spec_prior", "support": 4044}, {"class": "priority", "support": 4266}, {"class": "not_recom", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd06b0661d0dd3077938b85330c190dd6eaaafbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_286a43ccaf40f4e4 +-- problem_id: v2p_c7_50dd2c19fb7cc60b +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae5b3b8fba270a688dc0eb76939a1eb7852796a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 13;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"recommend\", \"support\": 2}, {\"class\": \"very_recom\", \"support\": 328}, {\"class\": \"spec_prior\", \"support\": 4044}, {\"class\": \"priority\", \"support\": 4266}, {\"class\": \"not_recom\", \"support\": 4320}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67508f0df3e51aa2d94cd1f8e0bed1905b1a4621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:47:45.545565+00:00", + "ended_at": "2026-05-04T07:47:57.926002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_286a43ccaf40f4e4", + "problem_id": "v2p_c7_50dd2c19fb7cc60b", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_286a43ccaf40f4e4.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_286a43ccaf40f4e4", + "api_calls": 0, + "input_tokens": 21813, + "cached_input_tokens": 19840, + "output_tokens": 98, + "total_tokens": 21911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12341.9, + "sql_execution_elapsed_ms_total": 7.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_286a43ccaf40f4e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac465011bc9f875517de715cab6656692134cd06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:57.910842+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12341.9, "started_at": "2026-05-04T07:47:45.550599+00:00", "ended_at": "2026-05-04T07:47:57.892195+00:00", "prompt_metrics": {"chars": 6235, "bytes_utf8": 6235, "lines": 202, "estimated_tokens": 1724}, "response_metrics": {"chars": 306, "bytes_utf8": 306, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21813, "cached_input_tokens": 19840, "output_tokens": 98}, "stderr_preview": "2026-05-04T07:47:45.751678Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:49.593451Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6b83b41693a6aa0465f98e2d6edd3673d8e28f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-c399-7930-991f-417f1f64111e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", and top_k=12. Query is SQLite-compatible, single-table, and uses only allowed columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":21376,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ef9e568f1cc87ec6146fed5c862ba1a4e16f8bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"finance\", and top_k=12. Query is SQLite-compatible, single-table, and uses only allowed columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aca8b4e322f3da1e1da191174e84c0960f77aff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:45.346248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:47.765847Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:56.481669Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..958992886dddddc8309ff7b8f79fd1fbed3f468e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95dac134819bdf665a97a7fac3d942654d842f47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_288cd10bd82883e8 +-- problem_id: v2p_c7_c88f77efa0572dc0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..937bbc27618295c2de8fa6aff26cc57fa6111840 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 12;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f27027301a7709f1dfc3c01e6282cecc4edbfb64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:51:45.064851+00:00", + "ended_at": "2026-05-04T07:51:57.535682+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_288cd10bd82883e8", + "problem_id": "v2p_c7_c88f77efa0572dc0", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_288cd10bd82883e8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_288cd10bd82883e8", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 21376, + "output_tokens": 115, + "total_tokens": 21994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12419.3, + "sql_execution_elapsed_ms_total": 18.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_288cd10bd82883e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bccdff731d62b1884ef1b9096026b1c08f39a061 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_288cd10bd82883e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:57.506656+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12419.3, "started_at": "2026-05-04T07:51:45.068372+00:00", "ended_at": "2026-05-04T07:51:57.487744+00:00", "prompt_metrics": {"chars": 6415, "bytes_utf8": 6415, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21879, "cached_input_tokens": 21376, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:51:45.346248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:47.765847Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a19acb01f6660d9bec082839135dc5d00823ef4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-e812-7293-9a09-2bee3f521aad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21919,"cached_input_tokens":20864,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e0eda3c7f735020bccdc5a5907817e2fd79f44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"has_nurs\", target_col=\"class\", target_value='priority', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfadc3891bcfa668238582cb051eaae38886658b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:21.480943Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:24.307618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:35.043992Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db3bcae4853d5b8d9887966b3ce00c4435caf12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class. +Result preview: [{"has_nurs": "less_proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "improper", "support": 2592, "focus_rate": 0.3487654320987654}, {"has_nurs": "critical", "support": 2592, "focus_rate": 0.17901234567901234}, {"has_nurs": "very_crit", "support": 2592, "focus_rate": 0.08101851851851852}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fceb54905ca073951e6c35cc3680fc1472b2b7e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_29cb97193d9daf86 +-- problem_id: v2p_c7_e35eb47e4ad3d76b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1f52f992ad6cc3536d81c1f92ce4e67edd33d9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"has_nurs\", \"support\", \"focus_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"support\": 2592, \"focus_rate\": 0.3487654320987654}, {\"has_nurs\": \"critical\", \"support\": 2592, \"focus_rate\": 0.17901234567901234}, {\"has_nurs\": \"very_crit\", \"support\": 2592, \"focus_rate\": 0.08101851851851852}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e43904c6487816397a5df25b1cdb357998dbd3fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:45:21.256467+00:00", + "ended_at": "2026-05-04T07:45:36.145206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_29cb97193d9daf86", + "problem_id": "v2p_c7_e35eb47e4ad3d76b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_29cb97193d9daf86.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_29cb97193d9daf86", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14837.79, + "sql_execution_elapsed_ms_total": 12.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_29cb97193d9daf86\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38388ac5de58825911f1e5cbe01235f0f57926a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:36.115960+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14837.79, "started_at": "2026-05-04T07:45:21.265523+00:00", "ended_at": "2026-05-04T07:45:36.097726+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1830}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21919, "cached_input_tokens": 20864, "output_tokens": 175}, "stderr_preview": "2026-05-04T07:45:21.480943Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:24.307618Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8227626e34007829397560d97a51defff3fd6b2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_29cb97193d9daf86", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14837.79, + "sql_execution_elapsed_ms_total": 12.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_29cb97193d9daf86\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89cd2bd767e444c2defa874c8cca81177637793c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6440, "bytes_utf8": 6440, "lines": 206, "estimated_tokens": 1760}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9daa0e9599214e6c2f14186c3d3daa0254864368 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2dfc79f2929fa4e3", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12584.9, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_2dfc79f2929fa4e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da01753025af41095835493b6130e3140580e849 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:25:04.520334+00:00", + "ended_at": "2026-05-04T07:25:17.105315+00:00", + "elapsed_ms": 12584.9, + "prompt_metrics": { + "chars": 6440, + "bytes_utf8": 6440, + "lines": 206, + "estimated_tokens": 1760 + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": 192 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13254 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": 89 + }, + "usage": { + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55b2126de1e9a086c442c9ff583fbf7a86c48e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d33763ca2cdb5880468ad8f8067a2ad19dc3c80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-572e-7d32-ba5c-78740ea96f88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col and predicate_col both bound to \\\"housing\\\", filtering for 'critical' and returning SQLite-compatible top-k grouped counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcaa5d0875203d2cb1468c58b769dd8cd8d2ef8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required template with group_col and predicate_col both bound to \"housing\", filtering for 'critical' and returning SQLite-compatible top-k grouped counts."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d0e227e8c51b45e5f54d65bf47e06b8cb9d8767 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:04.799590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:07.194980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:16.250862Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..674c4e30e858ce0dd9c623f3db0b433b29c2a31f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing. +Result preview: [{"housing": "critical", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b00b591792f663324f342311fe35de023ae5b4a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_2dfc79f2929fa4e3 +-- problem_id: v2p_c7_13ed2b2f4495913d +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6605b3894b8f62bc0f6cf9413539df4e65225550 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"critical\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16016c70e5859d1fce55823e25532f7332b434df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:25:04.516698+00:00", + "ended_at": "2026-05-04T07:25:17.145317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2dfc79f2929fa4e3", + "problem_id": "v2p_c7_13ed2b2f4495913d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_2dfc79f2929fa4e3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2dfc79f2929fa4e3", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12584.9, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_2dfc79f2929fa4e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e2eaf2e44e998342ba5f006e28817bdace7b6dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2dfc79f2929fa4e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:17.128896+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12584.9, "started_at": "2026-05-04T07:25:04.520334+00:00", "ended_at": "2026-05-04T07:25:17.105315+00:00", "prompt_metrics": {"chars": 6440, "bytes_utf8": 6440, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:25:04.799590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:07.194980Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc13ff550eccf960ae8e2a42e7de840bf6631c94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-c2f1-7200-9bca-b7e26761cef3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=parents, group_col_2=social, target_col=class, and target_value='spec_prior'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8350b737ed8bdb9c8616b44a54e272bb6e4de6a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=parents, group_col_2=social, target_col=class, and target_value='spec_prior'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5ccac2cf9fad1a33368c763e909936e0d2b6ddb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:44.308438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:46.617715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:54.436492Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4065caabb058c4b93395398c39d646beb49dbb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=social, target_col=class. +Result preview: [{"parents": "great_pret", "social": "problematic", "target_rate": 0.5708333333333333}, {"parents": "great_pret", "social": "nonprob", "target_rate": 0.4166666666666667}, {"parents": "great_pret", "social": "slightly_prob", "target_rate": 0.4166666666666667}, {"parents": "pretentious", "social": "problematic", "target_rate": 0.35138888888888886}, {"parents": "pretentious", "social": "nonprob", "target_rate": 0.26319444444444445}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29b411710a5d9f3c86168561ea1bca5a1d19098e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_2f0bfc5966d4ff22 +-- problem_id: v2p_c7_c29b8fc82827c363 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3edd3b5c39c7362fe7e1347dbc73f09ec505534a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"social\", \"target_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"problematic\", \"target_rate\": 0.5708333333333333}, {\"parents\": \"great_pret\", \"social\": \"nonprob\", \"target_rate\": 0.4166666666666667}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"target_rate\": 0.4166666666666667}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"target_rate\": 0.35138888888888886}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"target_rate\": 0.26319444444444445}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"target_rate\": 0.26319444444444445}, {\"parents\": \"usual\", \"social\": \"problematic\", \"target_rate\": 0.21944444444444444}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"target_rate\": 0.15347222222222223}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"target_rate\": 0.15347222222222223}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f41ae9173cadb64eecda2b7dd73634eb63a80199 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:39:44.095573+00:00", + "ended_at": "2026-05-04T07:39:55.175061+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2f0bfc5966d4ff22", + "problem_id": "v2p_c7_c29b8fc82827c363", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=social, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_2f0bfc5966d4ff22.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2f0bfc5966d4ff22", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11011.9, + "sql_execution_elapsed_ms_total": 25.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_2f0bfc5966d4ff22\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc6d6fd49fc6679bf349bb33495bdae3300a8f2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_2f0bfc5966d4ff22/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:55.137232+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11011.9, "started_at": "2026-05-04T07:39:44.098649+00:00", "ended_at": "2026-05-04T07:39:55.107379+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21904, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:39:44.308438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:46.617715Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "housing", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f4462b275843e42a18f9a3b6bb27f07dc2d02a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-43de-7760-9d13-103590175305"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"housing\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":21376,"output_tokens":89}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..733342db31c697639ac1fa578dd55af2d65b7cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"housing\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d1dc17889400980c9834713166e4d259da4b41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:54.275157Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:56.722774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:03.311759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23b810ecf516a6cdba45dc0f2090e9ea97c884b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "less_conv", "row_count": 4320}, {"housing": "critical", "row_count": 4320}, {"housing": "convenient", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18760ef23cd16f2ae487a2a4757385b947617130 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_30d69991dd706537 +-- problem_id: v2p_c7_0d6a3ea96a8a409b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "c7" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2177b40c9ed44c4c1d186b8b2597dc3441686fca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"row_count\"], \"rows\": [{\"housing\": \"less_conv\", \"row_count\": 4320}, {\"housing\": \"critical\", \"row_count\": 4320}, {\"housing\": \"convenient\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d5b4dd6a83d21e010c68c4d548a181f3fd17efd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:23:54.059921+00:00", + "ended_at": "2026-05-04T07:24:04.052293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_30d69991dd706537", + "problem_id": "v2p_c7_0d6a3ea96a8a409b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_30d69991dd706537.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_30d69991dd706537", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 21376, + "output_tokens": 89, + "total_tokens": 21866, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9947.67, + "sql_execution_elapsed_ms_total": 6.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_30d69991dd706537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87da2165e23e3942b0c33d1fc2acb345f88980e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_30d69991dd706537/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:04.036265+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9947.67, "started_at": "2026-05-04T07:23:54.063232+00:00", "ended_at": "2026-05-04T07:24:04.011290+00:00", "prompt_metrics": {"chars": 6160, "bytes_utf8": 6160, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 21376, "output_tokens": 89}, "stderr_preview": "2026-05-04T07:23:54.275157Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:56.722774Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4834ceb83e0640729cba435d316a4125577ab0ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-667c-7083-ad77-c1dd90d98481"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"social\\\" and condition_col=\\\"social\\\", measuring the rate of rows where social='nonprob' within each social group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21866,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a29cb3b99ad827e930daa3c8424e9eb7f9493edf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"social\" and condition_col=\"social\", measuring the rate of rows where social='nonprob' within each social group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaf549210b2c25541f181e1eebfd773f12cd5fd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:47.452964Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:50.094952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:58.694668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a568226cbd0e7d1ae23d98d7915ee61ee6d9aaba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "nonprob", "condition_rate": 1.0}, {"social": "slightly_prob", "condition_rate": 0.0}, {"social": "problematic", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8170ee71afaf7941478e36c8a0771533a6a11935 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_343abcd9ed4d66a7 +-- problem_id: v2p_c7_b1a3c1c9be058e5f +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d194f89f957e30b746d7cfe1dba799be7d8758e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"social\", \"condition_rate\"], \"rows\": [{\"social\": \"nonprob\", \"condition_rate\": 1.0}, {\"social\": \"slightly_prob\", \"condition_rate\": 0.0}, {\"social\": \"problematic\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0beeedcae6131cf052d36d73a69836907a69ca71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:32:47.158587+00:00", + "ended_at": "2026-05-04T07:32:59.773732+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_343abcd9ed4d66a7", + "problem_id": "v2p_c7_b1a3c1c9be058e5f", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=social, condition_col=social.", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_343abcd9ed4d66a7.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_343abcd9ed4d66a7", + "api_calls": 0, + "input_tokens": 21866, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1775, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12562.5, + "sql_execution_elapsed_ms_total": 11.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_343abcd9ed4d66a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf68b58e8dd469e40748dafde5bbb4683641e534 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_343abcd9ed4d66a7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:59.753207+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12562.5, "started_at": "2026-05-04T07:32:47.161671+00:00", "ended_at": "2026-05-04T07:32:59.724479+00:00", "prompt_metrics": {"chars": 6502, "bytes_utf8": 6502, "lines": 207, "estimated_tokens": 1775}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21866, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:32:47.452964Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:50.094952Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "social", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60743416cee573fbeaec0663c5cdcba9c1e48b14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-9293-7393-9146-44fe61c5e760"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 16;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"social\\\" and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":20864,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76bf3edbb60d861e4aab1bf5576c23fa517f2c24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 16;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"social\" and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b04f878a7d6b8f8097aaba7a747637830810578 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:10.681249Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:13.104858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:19.935013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b14b82006ff035cf94381141a142e132be80859 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}, {"social": "problematic", "support": 4320}, {"social": "slightly_prob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b71922c6127252be1634a42e3b1c18c7095ddef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_34632fd49e4f4d69 +-- problem_id: v2p_c7_8d6a85f0e57fa5ab +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..393033c7ca4985cd786df5ebc50893141607f72e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 16;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}, {\"social\": \"problematic\", \"support\": 4320}, {\"social\": \"slightly_prob\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59aaecfb45d0ed167d752e382be25d19cb44a2c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:47:10.443427+00:00", + "ended_at": "2026-05-04T07:47:21.041132+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_34632fd49e4f4d69", + "problem_id": "v2p_c7_8d6a85f0e57fa5ab", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_34632fd49e4f4d69.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_34632fd49e4f4d69", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 97, + "total_tokens": 21908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10556.86, + "sql_execution_elapsed_ms_total": 7.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_34632fd49e4f4d69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc85e3a99fb9ccfc36a7ed5c90e85f4abb78a103 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:21.024692+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10556.86, "started_at": "2026-05-04T07:47:10.443427+00:00", "ended_at": "2026-05-04T07:47:21.007948+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:47:10.681249Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:13.104858Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d091195df8c40e4ae7bbaac1306cbe2ca322e37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-8136-7960-bb37-7286b05db60f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with bindings group_col=\\\"parents\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='recommend'. Because \\\"class\\\" is both a grouping column and the target column, each (\\\"parents\\\", \\\"class\\\") group yields a deterministic rate of 1.0 for class='recommend' and 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":224}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d7d1562b6f547396fcd75983c7c5b46bc9effa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Used the required Two-Axis Target Rate Surface template with bindings group_col=\"parents\", group_col_2=\"class\", target_col=\"class\", and target_value='recommend'. Because \"class\" is both a grouping column and the target column, each (\"parents\", \"class\") group yields a deterministic rate of 1.0 for class='recommend' and 0.0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbd01413c7ab974db8c1a893ebb27be565e6ef0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:33.023763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:35.568084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:45.570025Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5dd67d8ecbff1e7f26eb6311bfa23221423987b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=class, target_col=class. +Result preview: [{"parents": "usual", "class": "recommend", "target_rate": 1.0}, {"parents": "great_pret", "class": "not_recom", "target_rate": 0.0}, {"parents": "great_pret", "class": "priority", "target_rate": 0.0}, {"parents": "great_pret", "class": "spec_prior", "target_rate": 0.0}, {"parents": "pretentious", "class": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..753901f17dbb752194214d981e052889e5c0f02a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_34916cf637a76430 +-- problem_id: v2p_c7_871c38d997878d9e +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1edb68e09be715614d01942db2b38df5f35cd80f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"class\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"parents\", \"class\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"class\": \"recommend\", \"target_rate\": 1.0}, {\"parents\": \"great_pret\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..896c1e4c6dac3d9e2c62b18e0b001a45377a636c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:40:32.785499+00:00", + "ended_at": "2026-05-04T07:40:46.426165+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_34916cf637a76430", + "problem_id": "v2p_c7_871c38d997878d9e", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_34916cf637a76430.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_34916cf637a76430", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 224, + "total_tokens": 22127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 155, + "estimated_total_tokens": 1967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13577.71, + "sql_execution_elapsed_ms_total": 26.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_34916cf637a76430\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75d57d9695f89b3c5847efb23fc6f355f2a82bef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_34916cf637a76430/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:46.389144+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13577.71, "started_at": "2026-05-04T07:40:32.788666+00:00", "ended_at": "2026-05-04T07:40:46.363987+00:00", "prompt_metrics": {"chars": 6547, "bytes_utf8": 6547, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 603, "bytes_utf8": 603, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 224}, "stderr_preview": "2026-05-04T07:40:33.023763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:35.568084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0d26b8aca453db73f48b8880bb60023da71f36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-b8f2-7331-95ca-2be811fe9783"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col and predicate_col both bound to \\\"finance\\\", using the provided predicate value 'convenient' and LIMIT 14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c5541e1819bf6d2d3e6e5a4e2dca20f2fd1774d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the required Filtered Top-k Group Count template with group_col and predicate_col both bound to \"finance\", using the provided predicate value 'convenient' and LIMIT 14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc8410a69490a5332f158daf8afb27a6dcfd5f7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:29.796695Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:32.281855Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:39.615766Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e35705f77fff4b3155fd6f3c06d3a048f19dcfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance. +Result preview: [{"finance": "convenient", "support": 6480}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2163813ef1e59a242a96ae6bed10b9cf39fbdb12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_3545067090d3093d +-- problem_id: v2p_c7_6320ff83662472d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b996feff88f4740b6a04f7274545ff809720f7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"finance\", \"support\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c69980fe7902ac66096bfc6153aeaab91029340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:25:29.580215+00:00", + "ended_at": "2026-05-04T07:25:40.680380+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3545067090d3093d", + "problem_id": "v2p_c7_6320ff83662472d0", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_3545067090d3093d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3545067090d3093d", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 21963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.94, + "sql_execution_elapsed_ms_total": 4.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_3545067090d3093d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2365728de498eabbeb8c8cffa45276d1b5879c9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3545067090d3093d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:40.667121+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11063.94, "started_at": "2026-05-04T07:25:29.583349+00:00", "ended_at": "2026-05-04T07:25:40.647312+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:25:29.796695Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:32.281855Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "health", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32b329809a1e35354ebae564e3e9c944b8260755 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-e5f7-78b2-9ad0-187365df6e70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"health\\\" and top_k set to 17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":19840,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8250e83cd60c533a8eddf70329bc01297f5350b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 17;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"health\" and top_k set to 17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95763a0d4bcfa12cd476639df4f6cb04a63da728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:32.010097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:35.389756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:44.173425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc0cd0812beb163e1945a5c7bbda194f5b4d151 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health. +Result preview: [{"health": "not_recom", "support": 4320}, {"health": "priority", "support": 4320}, {"health": "recommended", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2d5a3577e3e81c686b2c724ea8683f6d655926f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_38fac02f23f49940 +-- problem_id: v2p_c7_f537b053db3ed2ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e1de82c6c07e585cd55b61a8e94986ff15490a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 17;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"not_recom\", \"support\": 4320}, {\"health\": \"priority\", \"support\": 4320}, {\"health\": \"recommended\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7af7fe0c4c5877db8193445d30999a58a64d95ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:47:31.797030+00:00", + "ended_at": "2026-05-04T07:47:45.543011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_38fac02f23f49940", + "problem_id": "v2p_c7_f537b053db3ed2ca", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_38fac02f23f49940.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_38fac02f23f49940", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 19840, + "output_tokens": 100, + "total_tokens": 21912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13699.38, + "sql_execution_elapsed_ms_total": 9.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_38fac02f23f49940\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a132be0ed232a4cacf9c500ebd6541eb313a9674 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_38fac02f23f49940/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:45.525118+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13699.38, "started_at": "2026-05-04T07:47:31.803448+00:00", "ended_at": "2026-05-04T07:47:45.503237+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1723}, "response_metrics": {"chars": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21812, "cached_input_tokens": 19840, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:47:32.010097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:35.389756Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "health", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0b9469849ebd7fe0595fc083d05675df7687ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-cae1-7651-bb2d-56e546992472"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"health\\\" on the single table \\\"c7\\\". Query is SQLite-compatible and uses only the allowed table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a092e46a415d8c3f88b82ec4354d6cd7ecffe6d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"health\" on the single table \"c7\". Query is SQLite-compatible and uses only the allowed table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ef78c323a9647920ea40422fb2c8b2bd9c8a9be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:28.895166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:31.574876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:38.325868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dc9d111e729ec012b12d0551dace6c842e17c8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "recommended", "row_count": 4320}, {"health": "priority", "row_count": 4320}, {"health": "not_recom", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80b4378d678be76ddc02d90ead865708f7841cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_3a1363dd3780696b +-- problem_id: v2p_c7_deee68ef04675ac0 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS row_count +FROM "c7" +GROUP BY "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e9eadc9f1bc84408222bdc0c9e2fb0d054e39ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"health\", \"row_count\"], \"rows\": [{\"health\": \"recommended\", \"row_count\": 4320}, {\"health\": \"priority\", \"row_count\": 4320}, {\"health\": \"not_recom\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2eff56f1775284bbf784c446a899b3ff1d854d61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:24:25.294940+00:00", + "ended_at": "2026-05-04T07:24:39.268763+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3a1363dd3780696b", + "problem_id": "v2p_c7_deee68ef04675ac0", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_3a1363dd3780696b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3a1363dd3780696b", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 100, + "total_tokens": 21877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1770, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13934.95, + "sql_execution_elapsed_ms_total": 7.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_3a1363dd3780696b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11c48deaca3bb4eeda1535103b39e57b155a5e67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1363dd3780696b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:39.253533+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13934.95, "started_at": "2026-05-04T07:24:25.299464+00:00", "ended_at": "2026-05-04T07:24:39.234635+00:00", "prompt_metrics": {"chars": 6157, "bytes_utf8": 6157, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:24:28.895166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:31.574876Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "form", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2e5ce55e386a74db12b4352accad273be1b6ae2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-64c6-7541-895b-780f699a4772"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"form\\\" and top_k set to 11. SQLite-compatible, single-table SELECT only, with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f2f89507a5b6b88650f8c83f7b4c7de16dadf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 11;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"form\" and top_k set to 11. SQLite-compatible, single-table SELECT only, with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1939abaf5f07848999fb923d885a9ed220f7cea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:10.015522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:12.656431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:21.022426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc5cbee334a9abd2975d2e5eacb26e8322dea238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}, {"form": "completed", "support": 3240}, {"form": "foster", "support": 3240}, {"form": "incomplete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a524cc833f08c439a9c46a866356a8d4c6eaabd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3a1630c7003f79c7 +-- problem_id: v2p_c7_472e1bbdf90ac89c +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c59857075fa7b0a55e9af0d9e81fcffa3626739 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 11;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}, {\"form\": \"completed\", \"support\": 3240}, {\"form\": \"foster\", \"support\": 3240}, {\"form\": \"incomplete\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f93736614b05fa97ad4bb62f0c5d43e2662bf88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:49:09.792965+00:00", + "ended_at": "2026-05-04T07:49:21.853295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3a1630c7003f79c7", + "problem_id": "v2p_c7_472e1bbdf90ac89c", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_3a1630c7003f79c7.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3a1630c7003f79c7", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1815, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12025.68, + "sql_execution_elapsed_ms_total": 7.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_3a1630c7003f79c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dccc5eb7f2810b8ffd613dee1789db67c1add6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:21.838442+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12025.68, "started_at": "2026-05-04T07:49:09.796062+00:00", "ended_at": "2026-05-04T07:49:21.821972+00:00", "prompt_metrics": {"chars": 6233, "bytes_utf8": 6233, "lines": 202, "estimated_tokens": 1720}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21809, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:49:10.015522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:12.656431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "health", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d18712b73bd08a06e2ee345cf5fe9e0c7c5250a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-bbf4-73e0-9e63-e81957beca9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 12;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"health\\\" and top_k=12. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..914c12d78c2225758071fce89ea02c26416b5ce5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 12;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"health\" and top_k=12. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..100fe645d8347c588b5448ebf70018b06999f49b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:21.267713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:23.638078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:30.717658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f0a99594fb70f6f91641eaf8369b0d9a9dcb42a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "not_recom", "support": 4320}, {"health": "priority", "support": 4320}, {"health": "recommended", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53a6bd52835e9832fe6d4bafcd9aefcbff57d73d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3ecd7fc2c59da469 +-- problem_id: v2p_c7_b1b38ce4e8d409d0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d55a681f24be1b7d7d369ca150c21cafbba46015 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 12;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"not_recom\", \"support\": 4320}, {\"health\": \"priority\", \"support\": 4320}, {\"health\": \"recommended\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2c9d70893d8546bbfc70d834f65e9dcf340fe4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:47:21.043606+00:00", + "ended_at": "2026-05-04T07:47:31.797030+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3ecd7fc2c59da469", + "problem_id": "v2p_c7_b1b38ce4e8d409d0", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_3ecd7fc2c59da469.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3ecd7fc2c59da469", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 107, + "total_tokens": 21917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1812, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10718.17, + "sql_execution_elapsed_ms_total": 7.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_3ecd7fc2c59da469\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6c6d7dfe16d3298008091ff97b8108a6ee52fc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:31.782744+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10718.17, "started_at": "2026-05-04T07:47:21.047761+00:00", "ended_at": "2026-05-04T07:47:31.765805+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": 1721}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 107}, "stderr_preview": "2026-05-04T07:47:21.267713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:23.638078Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=form.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e052a78035cb28682c24bc41529cf9f6ab0b105a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-0006-79b0-9dc6-5e49e9170ca6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group_col=\\\"has_nurs\\\", group_col_2=\\\"form\\\", and predicate \\\"class\\\" = 'recommend'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21896,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f076154e404d3edc2ead88818bfb40346d4c06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"has_nurs\", \"form\"\nORDER BY row_count DESC;","notes":"Uses the provided filtered two-dimensional group count template with group_col=\"has_nurs\", group_col_2=\"form\", and predicate \"class\" = 'recommend'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c190c9cd396b3e00aff0e34086f59c012e5d6bf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:15.642572Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:18.040151Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:27.295113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0e9d596bc01fe383cd678f9ee794ff48f96bae8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=form. +Result preview: [{"has_nurs": "proper", "form": "complete", "row_count": 2}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..388eb9018bee67efdfdb5ceca35fd2df086ba18d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_44e396bdec5d7e56 +-- problem_id: v2p_c7_3a75357a6652f33e +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", COUNT(*) AS row_count +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "has_nurs", "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c950b056dd85a234b77b281578df84960daa191b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"has_nurs\", \"form\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"has_nurs\", \"form\", \"row_count\"], \"rows\": [{\"has_nurs\": \"proper\", \"form\": \"complete\", \"row_count\": 2}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c647b87933a663278b8ebc58d4fad24cae76603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:31:15.466794+00:00", + "ended_at": "2026-05-04T07:31:28.332100+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_44e396bdec5d7e56", + "problem_id": "v2p_c7_3a75357a6652f33e", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=form.", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_44e396bdec5d7e56.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_44e396bdec5d7e56", + "api_calls": 0, + "input_tokens": 21896, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1805, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12826.6, + "sql_execution_elapsed_ms_total": 3.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_44e396bdec5d7e56\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..938f6efb14f5ab8afd7711f008a66bd1198b3686 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_44e396bdec5d7e56/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:28.317276+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12826.6, "started_at": "2026-05-04T07:31:15.469892+00:00", "ended_at": "2026-05-04T07:31:28.296413+00:00", "prompt_metrics": {"chars": 6558, "bytes_utf8": 6558, "lines": 208, "estimated_tokens": 1805}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21896, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T07:31:15.642572Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:18.040151Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=parents, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03e60bfbf70e9f24355eae79815aa043851469b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-797a-71e3-972d-2598d799b965"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84d4ed1b2d421d9d250a21815f03d9a5fa37f8ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"parents\", target_col=\"class\", target_value='not_recom', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..897dca50e6d5d0c1d787e0e2776e27695bfa512b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:53.207628Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:56.087764Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:06.626178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a42418e65b704950e45485d0acc8fecb463d65d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=parents, target_col=class. +Result preview: [{"parents": "great_pret", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "pretentious", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "usual", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8e866db547bf0de9a50f11412d6558203c57085 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_451ade725c29940e +-- problem_id: v2p_c7_f6898444098f7fa0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1869ca71ef364dae172d6b6d7bb548f14907869b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"parents\", \"support\", \"focus_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c45b1b700bf9f644db01d968d085ea998933ed8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:44:52.837432+00:00", + "ended_at": "2026-05-04T07:45:07.496407+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_451ade725c29940e", + "problem_id": "v2p_c7_f6898444098f7fa0", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=parents, target_col=class.", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_451ade725c29940e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_451ade725c29940e", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14596.0, + "sql_execution_elapsed_ms_total": 12.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_451ade725c29940e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..259670284d8c69fa6b8ac5bd6aa278a18078d8dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:07.466963+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14596.0, "started_at": "2026-05-04T07:44:52.837432+00:00", "ended_at": "2026-05-04T07:45:07.432188+00:00", "prompt_metrics": {"chars": 6589, "bytes_utf8": 6589, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T07:44:53.207628Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:56.087764Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c795c94e2e55be50b33148e4e874836b3730b851 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_451ade725c29940e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_451ade725c29940e", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14596.0, + "sql_execution_elapsed_ms_total": 12.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_451ade725c29940e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45cf7900999cea056dbb2aaec298dded512ac504 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6517, "bytes_utf8": 6517, "lines": 207, "estimated_tokens": 1777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21868, "cached_input_tokens": 19840, "output_tokens": 174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c879ccdf34e4389937769d7c128ac429268dbe03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_456f2bab0cb41f8d", + "api_calls": 0, + "input_tokens": 21868, + "cached_input_tokens": 19840, + "output_tokens": 174, + "total_tokens": 22042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1777, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12177.87, + "sql_execution_elapsed_ms_total": 9.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_456f2bab0cb41f8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60b487fada39224a03eb395eb9a9abbffd2fde7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:33:12.308061+00:00", + "ended_at": "2026-05-04T07:33:24.486199+00:00", + "elapsed_ms": 12177.87, + "prompt_metrics": { + "chars": 6517, + "bytes_utf8": 6517, + "lines": 207, + "estimated_tokens": 1777 + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 492, + "bytes_utf8": 492, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 21868, + "cached_input_tokens": 19840, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..151b10e0a65394e4b009293f652932f235a32a7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..060db9889062f704d6f47931b0cb09dcba39f8ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-c87d-7f03-b2ac-f15ac595e4f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template exactly with group_col=\\\"health\\\" and condition_col=\\\"health\\\". Because the grouping column and condition column are the same, each group will yield either 1.0 for 'not_recom' or 0.0 for other health values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21868,"cached_input_tokens":19840,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c8b40fa430aabbbed74d07ead9034caf66d22f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template exactly with group_col=\"health\" and condition_col=\"health\". Because the grouping column and condition column are the same, each group will yield either 1.0 for 'not_recom' or 0.0 for other health values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..328458f5aef0e72ac782f8c97a2cf0d8737d551c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:12.536058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:14.985951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:23.614430Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb123de7d8257788406251a2b0ca3e16b945625c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=health, condition_col=health. +Result preview: [{"health": "not_recom", "condition_rate": 1.0}, {"health": "recommended", "condition_rate": 0.0}, {"health": "priority", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d42ef8c7a28b375ede76900befa778cb84343d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_456f2bab0cb41f8d +-- problem_id: v2p_c7_d70e42783fed8e80 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d78805bfed4ddeb78a614efa329abc029bd9e4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"health\", \"condition_rate\"], \"rows\": [{\"health\": \"not_recom\", \"condition_rate\": 1.0}, {\"health\": \"recommended\", \"condition_rate\": 0.0}, {\"health\": \"priority\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0af3ee037edafa4844d28f687c84192b96c7d2d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:33:12.303048+00:00", + "ended_at": "2026-05-04T07:33:24.521374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_456f2bab0cb41f8d", + "problem_id": "v2p_c7_d70e42783fed8e80", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=health, condition_col=health.", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_456f2bab0cb41f8d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_456f2bab0cb41f8d", + "api_calls": 0, + "input_tokens": 21868, + "cached_input_tokens": 19840, + "output_tokens": 174, + "total_tokens": 22042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1777, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12177.87, + "sql_execution_elapsed_ms_total": 9.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_456f2bab0cb41f8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8ad121a436f82042d1016750e9edd00da289587 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_456f2bab0cb41f8d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:24.503229+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12177.87, "started_at": "2026-05-04T07:33:12.308061+00:00", "ended_at": "2026-05-04T07:33:24.486199+00:00", "prompt_metrics": {"chars": 6517, "bytes_utf8": 6517, "lines": 207, "estimated_tokens": 1777}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21868, "cached_input_tokens": 19840, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:33:12.536058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:14.985951Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "finance", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db949e66319844520a383635066ee80a5082eaac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-30ca-7a43-b41e-9e741f2d3b49"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template and bindings exactly: group_col=\\\"finance\\\", entity_col=\\\"finance\\\", predicate_col=\\\"parents\\\", predicate_op=\\\"=\\\", predicate_value='great_pret', top_k=15. Since entity_col and group_col are the same categorical column, COUNT(DISTINCT \\\"finance\\\") will be 1 for each grouped finance value present after filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21881,"cached_input_tokens":21376,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5839b650990b0e19a18acb0ba39959d22c339e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Used the provided template and bindings exactly: group_col=\"finance\", entity_col=\"finance\", predicate_col=\"parents\", predicate_op=\"=\", predicate_value='great_pret', top_k=15. Since entity_col and group_col are the same categorical column, COUNT(DISTINCT \"finance\") will be 1 for each grouped finance value present after filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7dee7a573731a09e4160e9396119887f75695c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:40.978871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:43.439431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:51.919911Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec183780fe49ba945fd3597e907291f884d839e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "distinct_entities": 1}, {"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8a73431ebc79f4c285a136e03567117975fe547 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_458518cc89d1cd21 +-- problem_id: v2p_c7_38514484d1da94c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5a3f5516a9378cb260ec311a28317f6e0f18ad2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"inconv\", \"distinct_entities\": 1}, {\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcaee2ca9e2c4af0a128bacf8f3475ec9e9b6f5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:57:40.819241+00:00", + "ended_at": "2026-05-04T07:57:52.845999+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_458518cc89d1cd21", + "problem_id": "v2p_c7_38514484d1da94c3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "finance", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_458518cc89d1cd21.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_458518cc89d1cd21", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 21376, + "output_tokens": 156, + "total_tokens": 22037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11989.85, + "sql_execution_elapsed_ms_total": 5.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_458518cc89d1cd21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bdd441576b6eecdce8e85b5d69851395846283b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_458518cc89d1cd21/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:52.831349+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11989.85, "started_at": "2026-05-04T07:57:40.822547+00:00", "ended_at": "2026-05-04T07:57:52.812564+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": 1792}, "response_metrics": {"chars": 597, "bytes_utf8": 597, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21881, "cached_input_tokens": 21376, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:57:40.978871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:43.439431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "foster", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bccf089f9f8c20753fb9affd3abca9e43753a6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-ee67-7162-af09-c788d89f812f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'foster'\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"children\\\", and predicate \\\"form\\\" = 'foster'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21894,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6edd8ac28b876f5ec6aed0f1d3bfdbdd61e97538 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"form\" = 'foster'\nGROUP BY \"parents\", \"children\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"children\", and predicate \"form\" = 'foster'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65dfb44b8c54f602ad5e821062db12381ef7cc51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:05.617836Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:07.982466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:16.544045Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20bdae89fe521a807745d097807d440e970d2e78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "row_count": 270}, {"parents": "great_pret", "children": "2", "row_count": 270}, {"parents": "great_pret", "children": "3", "row_count": 270}, {"parents": "great_pret", "children": "more", "row_count": 270}, {"parents": "pretentious", "children": "1", "row_count": 270}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d851e4af2cc2ec9e6cacf52e810bc3166fef480 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_45bdcb20a923f287 +-- problem_id: v2p_c7_32690cf5defbcc4d +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", COUNT(*) AS row_count +FROM "c7" +WHERE "form" = 'foster' +GROUP BY "parents", "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9db0df1196384fe5eaf55eba22a52bf694323452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"form\" = 'foster'\nGROUP BY \"parents\", \"children\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'foster'\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"children\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"row_count\": 270}, {\"parents\": \"great_pret\", \"children\": \"2\", \"row_count\": 270}, {\"parents\": \"great_pret\", \"children\": \"3\", \"row_count\": 270}, {\"parents\": \"great_pret\", \"children\": \"more\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"1\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"2\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"3\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"more\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"1\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"2\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"3\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"more\", \"row_count\": 270}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64097b5acdb3a31d16f25e9e2620bf5d1ca618cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:30:05.403766+00:00", + "ended_at": "2026-05-04T07:30:17.607317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_45bdcb20a923f287", + "problem_id": "v2p_c7_32690cf5defbcc4d", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "foster", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_45bdcb20a923f287.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_45bdcb20a923f287", + "api_calls": 0, + "input_tokens": 21894, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22017, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1803, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12159.08, + "sql_execution_elapsed_ms_total": 6.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_45bdcb20a923f287\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cccf1fffeafdebc39160aa83a15c6c8df0739481 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_45bdcb20a923f287/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:17.586151+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12159.08, "started_at": "2026-05-04T07:30:05.407419+00:00", "ended_at": "2026-05-04T07:30:17.562761+00:00", "prompt_metrics": {"chars": 6560, "bytes_utf8": 6560, "lines": 208, "estimated_tokens": 1803}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21894, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:30:05.617836Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:07.982466Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..baf07c9d0acc14f7eebeb182b93d4f25ef3d69b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-6cab-7733-a453-983e414b4df5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template with group_col bound to \\\"parents\\\" and entity_col bound to \\\"parents\\\", preserving SQLite compatibility and quoting identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":19840,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73f4398eb752062a66c8e329c3114b7df019f11d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the provided template with group_col bound to \"parents\" and entity_col bound to \"parents\", preserving SQLite compatibility and quoting identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f99586dcf055101d964e5dc3d329006c86b39f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:39.714374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:42.098679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:49.884528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3538b6e36fceda8ac1341a09006327856675a381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents. +Result preview: [{"parents": "usual", "distinct_entities": 1}, {"parents": "pretentious", "distinct_entities": 1}, {"parents": "great_pret", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e72328a31d47c89b02b6a857e777e6e6268ecf18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_478f0759a8dfeb99 +-- problem_id: v2p_c7_2335688b83690b99 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d40f9657095068dd2b4ddba03dd10383194dfc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"usual\", \"distinct_entities\": 1}, {\"parents\": \"pretentious\", \"distinct_entities\": 1}, {\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55b283f93a9d2362a49cd7dbb46f809ca5ce52c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:54:39.545233+00:00", + "ended_at": "2026-05-04T07:54:50.795097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_478f0759a8dfeb99", + "problem_id": "v2p_c7_2335688b83690b99", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_478f0759a8dfeb99.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_478f0759a8dfeb99", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 19840, + "output_tokens": 105, + "total_tokens": 21931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11202.29, + "sql_execution_elapsed_ms_total": 7.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_478f0759a8dfeb99\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86c7ebb9467dfb76bf80b62704c7e2e46ba9b19d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:50.779364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11202.29, "started_at": "2026-05-04T07:54:39.548711+00:00", "ended_at": "2026-05-04T07:54:50.751004+00:00", "prompt_metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21826, "cached_input_tokens": 19840, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:54:39.714374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:42.098679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=form, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c77a5874ff3a7aa454b335df8445d0f6db0c9472 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-30c2-7401-acc8-439e14318670"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=parents, group_col_2=form, target_col=class, target_value=very_recom. SQLite-compatible, single-table SELECT only, with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..620bd14aa7e1f9db6b1b2aa3b796446dc3da93d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"form\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=parents, group_col_2=form, target_col=class, target_value=very_recom. SQLite-compatible, single-table SELECT only, with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e965ed890ec294c3c34380e27649bbd88149284 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:01.340745Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:03.798799Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:12.356149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..010d06afa7b3d3b77b120b4d0ee9b9f271a0f863 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=form, target_col=class. +Result preview: [{"parents": "usual", "form": "complete", "target_rate": 0.06481481481481481}, {"parents": "usual", "form": "completed", "target_rate": 0.05555555555555555}, {"parents": "pretentious", "form": "complete", "target_rate": 0.044444444444444446}, {"parents": "usual", "form": "incomplete", "target_rate": 0.03888888888888889}, {"parents": "pretentious", "form": "completed", "target_rate": 0.037037037037037035}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab63529ede4eee5ce276266e776b6c2228341be6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_4a9ffa4e207f244c +-- problem_id: v2p_c7_e9856c35128457f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "form" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a9cac7b3db3963e7a810618ff02779470eef621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"form\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"form\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"form\": \"complete\", \"target_rate\": 0.06481481481481481}, {\"parents\": \"usual\", \"form\": \"completed\", \"target_rate\": 0.05555555555555555}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"target_rate\": 0.044444444444444446}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"target_rate\": 0.03888888888888889}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"target_rate\": 0.037037037037037035}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"target_rate\": 0.025925925925925925}, {\"parents\": \"usual\", \"form\": \"foster\", \"target_rate\": 0.022222222222222223}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"target_rate\": 0.014814814814814815}, {\"parents\": \"great_pret\", \"form\": \"complete\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b743e5189981cfaac02fa228aaaa70f1a4b2c584 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:38:01.150848+00:00", + "ended_at": "2026-05-04T07:38:13.225422+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4a9ffa4e207f244c", + "problem_id": "v2p_c7_e9856c35128457f8", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=form, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4a9ffa4e207f244c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4a9ffa4e207f244c", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 22043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12030.58, + "sql_execution_elapsed_ms_total": 12.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4a9ffa4e207f244c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66f9ef4377a48db211e342a64ea37cc0122f853d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4a9ffa4e207f244c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:13.204924+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12030.58, "started_at": "2026-05-04T07:38:01.154045+00:00", "ended_at": "2026-05-04T07:38:13.184850+00:00", "prompt_metrics": {"chars": 6546, "bytes_utf8": 6546, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:38:01.340745Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:03.798799Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "housing", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cace945e2b7dd0af27f80a1628c379db79d03a17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-5731-7db0-9f78-61b90dc4761a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 13;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"housing\\\" and top_k set to 13. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bb28ee33c17a52708a3fc0dad313adf0c680f6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 13;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"housing\" and top_k set to 13. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5044692be33fb6595fb877cd9bada8bb0a506787 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:12.091385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:14.589064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:21.897787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98ca508e15c8d4977f76928bdceb630be0cb5934 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 4320}, {"housing": "critical", "support": 4320}, {"housing": "less_conv", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fc369d4da5c346fb24d3640c8f04e1de2edd49f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_4abfa49cb2e70f68 +-- problem_id: v2p_c7_9a5a72e64b1835e8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..146e43c7ba9de09bc5a8b81cc44a083c144d2892 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 13;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320}, {\"housing\": \"critical\", \"support\": 4320}, {\"housing\": \"less_conv\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b75d893b84792ea298f40a096fe198a7ae38e3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:50:11.872071+00:00", + "ended_at": "2026-05-04T07:50:22.732348+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4abfa49cb2e70f68", + "problem_id": "v2p_c7_9a5a72e64b1835e8", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4abfa49cb2e70f68.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4abfa49cb2e70f68", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1814, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10798.43, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4abfa49cb2e70f68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb0b9921d898815bcf11e51c7967ac801ee9f88f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:22.706245+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10798.43, "started_at": "2026-05-04T07:50:11.875296+00:00", "ended_at": "2026-05-04T07:50:22.674540+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1721}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21810, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:50:12.091385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:14.589064Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=health, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56f1449b11d5a9cf4e1dfacf615644b07a25516d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-a2ee-77a0-8432-74de5770ba7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18 using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":21376,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db6d5f115be9d72592005a9fd4a5a21ff3e5d24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"health\", target_col=\"class\", target_value='very_recom', min_support=4, and top_k=18 using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f42b351e86a4cf3f3842fa256d22f373869e8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:58.255688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:00.956697Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:11.458096Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ec4da41df8ca9e73d380a50a1ec1161006fc4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=health, target_col=class. +Result preview: [{"health": "recommended", "support": 4320, "focus_rate": 0.07592592592592592}, {"health": "not_recom", "support": 4320, "focus_rate": 0.0}, {"health": "priority", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4fd23ef8126847176b134d01a33d880946d66cca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4bfd59e06f6efacb +-- problem_id: v2p_c7_89ff6e58b984ee2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dce0c1204c4ec0f967eb94951cfbc6619f6090e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"health\", \"support\", \"focus_rate\"], \"rows\": [{\"health\": \"recommended\", \"support\": 4320, \"focus_rate\": 0.07592592592592592}, {\"health\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}, {\"health\": \"priority\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7115483d13dc6c7cf795f2d1faa044ae7bd26f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:43:57.986750+00:00", + "ended_at": "2026-05-04T07:44:12.683271+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4bfd59e06f6efacb", + "problem_id": "v2p_c7_89ff6e58b984ee2c", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=health, target_col=class.", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4bfd59e06f6efacb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4bfd59e06f6efacb", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 156, + "total_tokens": 22073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14631.04, + "sql_execution_elapsed_ms_total": 11.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4bfd59e06f6efacb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..236bda2bc6be7807dc63abec7ced130c9e09fdca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:12.651436+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14631.04, "started_at": "2026-05-04T07:43:58.002328+00:00", "ended_at": "2026-05-04T07:44:12.635591+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21917, "cached_input_tokens": 21376, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:43:58.255688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:00.956697Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18 using SQLite-compatible syntax and quoted identifiers.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63816332b9123a752ebcc69126b11127d68c0a74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4bfd59e06f6efacb", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 156, + "total_tokens": 22073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14631.04, + "sql_execution_elapsed_ms_total": 11.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4bfd59e06f6efacb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15910790422cafa3eac5da53f04597215f92ebe1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6583, "bytes_utf8": 6583, "lines": 205, "estimated_tokens": 1826}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 236}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a147f5aeab6f37ec571eec2d24b908e04724e135 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 236, + "total_tokens": 22151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15722.9, + "sql_execution_elapsed_ms_total": 9.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4c3579237653213a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d5d75c96f312819ca90733b0b11ec5236b354ac4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:14.240718+00:00", + "ended_at": "2026-05-04T07:44:29.955668+00:00", + "elapsed_ms": 15722.9, + "prompt_metrics": { + "chars": 6583, + "bytes_utf8": 6583, + "lines": 205, + "estimated_tokens": 1826 + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13137 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 236 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..267a8f1be5bf8d5fe8fa8c01110107874f9b4cde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80b739ada8c18b7eae8d810d82c6f9a540fd87ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-e2a3-7180-8ea7-c000a0e4980b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the planned template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":236}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0cebce258e8876572ebba9e2654f624bddc85e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the planned template with group_col=\"class\", target_col=\"class\", target_value='recommend', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd961018c671afa727aebf585ccfe034f54db810 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:14.592428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:17.404527Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:27.233644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1132e0d4ba592d40c72782e0d8093110e22bd4d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "very_recom", "support": 328, "focus_rate": 0.0}, {"class": "spec_prior", "support": 4044, "focus_rate": 0.0}, {"class": "priority", "support": 4266, "focus_rate": 0.0}, {"class": "not_recom", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f7b98db50c7015ad790fd3de9e858cd9db062ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4c3579237653213a +-- problem_id: v2p_c7_f4f2b10420fafeb8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eaa7fbc95cc16a0b520a7674b236cda939b9a19f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"very_recom\", \"support\": 328, \"focus_rate\": 0.0}, {\"class\": \"spec_prior\", \"support\": 4044, \"focus_rate\": 0.0}, {\"class\": \"priority\", \"support\": 4266, \"focus_rate\": 0.0}, {\"class\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..196d988ba9fbf21734ff50d09f0b4500ac011067 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:44:13.225204+00:00", + "ended_at": "2026-05-04T07:44:30.035546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4c3579237653213a", + "problem_id": "v2p_c7_f4f2b10420fafeb8", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4c3579237653213a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 236, + "total_tokens": 22151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15722.9, + "sql_execution_elapsed_ms_total": 9.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4c3579237653213a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81f6b5d6df224f87d690a3c874ac5799c038516e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:29.981648+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15722.9, "started_at": "2026-05-04T07:44:14.240718+00:00", "ended_at": "2026-05-04T07:44:29.955668+00:00", "prompt_metrics": {"chars": 6583, "bytes_utf8": 6583, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 236}, "stderr_preview": "2026-05-04T07:44:14.592428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:17.404527Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the planned template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..060774834dc2d302cdbef8afe9798b7e73d0801c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 236, + "total_tokens": 22151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15722.9, + "sql_execution_elapsed_ms_total": 9.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4c3579237653213a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c556994d1ff638d6e926e80484f5e38984ebf50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6444, "bytes_utf8": 6444, "lines": 206, "estimated_tokens": 1768}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21857, "cached_input_tokens": 6528, "output_tokens": 129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b71f58205b5064829413c518efc2f7da65b9647b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4cb8c58e7e989b02", + "api_calls": 0, + "input_tokens": 21857, + "cached_input_tokens": 6528, + "output_tokens": 129, + "total_tokens": 21986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1768, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1876, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10527.93, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4cb8c58e7e989b02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0b07dc59c4afa1d4242c7dd9a300ad0fb08f6dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:27:28.437015+00:00", + "ended_at": "2026-05-04T07:27:38.961680+00:00", + "elapsed_ms": 10527.93, + "prompt_metrics": { + "chars": 6444, + "bytes_utf8": 6444, + "lines": 206, + "estimated_tokens": 1768 + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 21857, + "cached_input_tokens": 6528, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52864e533495c4ad4adc6ce21a66c00dd9de2873 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "very_crit", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..226da3c0073b87ba56d6c9a95d490948c72e20c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-8940-7262-957f-b4a3ea09026f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'very_crit'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"has_nurs\\\" and predicate on \\\"has_nurs\\\" = 'very_crit' over the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21857,"cached_input_tokens":6528,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..817a37ea1aa90ec81e64d66103b94aee6b77c3e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'very_crit'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"has_nurs\" and predicate on \"has_nurs\" = 'very_crit' over the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ab9e5f964d00b385a342ec994b560c7efc9ee13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:28.639170Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:30.957361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:38.201948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..41000598cbbcde44bfe9b161c3346f563f44408c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "support": 2592}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f15f9414a0e57cc666f8115cb6459b01022b027 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_4cb8c58e7e989b02 +-- problem_id: v2p_c7_801ae1bd7ed64bf3 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'very_crit' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b03c961ebf4022ddc6c915760b54eb654972b323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'very_crit'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'very_crit'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"support\": 2592}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75d63f7ce8d82b232d32291c92acd578ed705a5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:27:28.433771+00:00", + "ended_at": "2026-05-04T07:27:38.999913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4cb8c58e7e989b02", + "problem_id": "v2p_c7_801ae1bd7ed64bf3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "very_crit", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4cb8c58e7e989b02.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4cb8c58e7e989b02", + "api_calls": 0, + "input_tokens": 21857, + "cached_input_tokens": 6528, + "output_tokens": 129, + "total_tokens": 21986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1768, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1876, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10527.93, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4cb8c58e7e989b02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62f762d61086526f96f3ffc6a324bd9959c7b917 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4cb8c58e7e989b02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:38.985476+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10527.93, "started_at": "2026-05-04T07:27:28.437015+00:00", "ended_at": "2026-05-04T07:27:38.961680+00:00", "prompt_metrics": {"chars": 6444, "bytes_utf8": 6444, "lines": 206, "estimated_tokens": 1768}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21857, "cached_input_tokens": 6528, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:27:28.639170Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:30.957361Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..973af396dd384e60cd58aa49dfd2bb3b5bd9020f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-8980-7e41-a82f-47386fdbdb43"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"has_nurs\\\",\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"has_nurs\\\"\\n)\\nSELECT \\\"has_nurs\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col and condition_col both bound to \\\"has_nurs\\\", using 'critical' as the numerator condition and 'improper' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22020,"cached_input_tokens":19840,"output_tokens":281}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb3382ed3e9a64d3aa93f3453deb96fa89cc9b86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"has_nurs\",\n SUM(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"has_nurs\"\n)\nSELECT \"has_nurs\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with group_col and condition_col both bound to \"has_nurs\", using 'critical' as the numerator condition and 'improper' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a8d6e4c67148a22b297fd9178b268cbbc8bdd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:12.994369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:15.412601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:27.205605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e49be625a76204c93fe8bf5b4b9c2abfb457da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "improper", "condition_ratio": 0.0}, {"has_nurs": "critical", "condition_ratio": null}, {"has_nurs": "less_proper", "condition_ratio": null}, {"has_nurs": "proper", "condition_ratio": null}, {"has_nurs": "very_crit", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01ff19893ae6ce74a4f03cbd4510373c512062c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_4f168e725800828a +-- problem_id: v2p_c7_ecde290cadd71b12 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "has_nurs", + SUM(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "has_nurs" +) +SELECT "has_nurs", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9edacdb3325bbbd24172a0578dd20f59279a9cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"has_nurs\",\n SUM(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"has_nurs\"\n)\nSELECT \"has_nurs\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"has_nurs\\\",\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"has_nurs\\\"\\n)\\nSELECT \\\"has_nurs\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"has_nurs\", \"condition_ratio\"], \"rows\": [{\"has_nurs\": \"improper\", \"condition_ratio\": 0.0}, {\"has_nurs\": \"critical\", \"condition_ratio\": null}, {\"has_nurs\": \"less_proper\", \"condition_ratio\": null}, {\"has_nurs\": \"proper\", \"condition_ratio\": null}, {\"has_nurs\": \"very_crit\", \"condition_ratio\": null}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..551e3504541318d21a9b9e73cd67859f718190d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:36:12.796316+00:00", + "ended_at": "2026-05-04T07:36:28.032651+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4f168e725800828a", + "problem_id": "v2p_c7_ecde290cadd71b12", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4f168e725800828a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4f168e725800828a", + "api_calls": 0, + "input_tokens": 22020, + "cached_input_tokens": 19840, + "output_tokens": 281, + "total_tokens": 22301, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1929, + "estimated_output_tokens": 179, + "estimated_total_tokens": 2108, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15197.1, + "sql_execution_elapsed_ms_total": 8.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4f168e725800828a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db1e9231dfbaa98d62be6aa5ae1027e94e3068de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4f168e725800828a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:28.016187+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15197.1, "started_at": "2026-05-04T07:36:12.800314+00:00", "ended_at": "2026-05-04T07:36:27.997523+00:00", "prompt_metrics": {"chars": 7079, "bytes_utf8": 7079, "lines": 207, "estimated_tokens": 1929}, "response_metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": 179}, "usage": {"input_tokens": 22020, "cached_input_tokens": 19840, "output_tokens": 281}, "stderr_preview": "2026-05-04T07:36:12.994369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:15.412601Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=children, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..995d6d495deb3b7fc757348275db10a4032c4ed4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-9790-76c3-84e3-c5de0c65cfb5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the specified Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"children\\\", target_col=\\\"class\\\", and target_value='recommend'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":19840,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faa2ef9cdea407722b5ca22801f82784e46afce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"children\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the specified Two-Axis Target Rate Surface template with fixed bindings group_col=\"parents\", group_col_2=\"children\", target_col=\"class\", and target_value='recommend'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88dde6d49ea20c47957ea4bece45c4b503dc3557 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:27.726461Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:30.175358Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:38.112756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..88b1fe047c55d5b15f6beecdee78e33b503fbf2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=children, target_col=class. +Result preview: [{"parents": "usual", "children": "1", "target_rate": 0.001851851851851852}, {"parents": "great_pret", "children": "1", "target_rate": 0.0}, {"parents": "great_pret", "children": "2", "target_rate": 0.0}, {"parents": "great_pret", "children": "3", "target_rate": 0.0}, {"parents": "great_pret", "children": "more", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3577a4235cf6eaacc772013019603831e2a7ef4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_4ffbe6ac4d9aac70 +-- problem_id: v2p_c7_0f15320fa0e3ddd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0461287facbffdd96e47837b1df72b0c741139b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"children\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"children\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"children\": \"1\", \"target_rate\": 0.001851851851851852}, {\"parents\": \"great_pret\", \"children\": \"1\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"children\": \"2\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"children\": \"3\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"children\": \"more\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"1\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"2\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"3\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"more\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"children\": \"2\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"children\": \"3\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"children\": \"more\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7532fd815cb95fb837274c26e234c19e5771c5bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:38:27.460603+00:00", + "ended_at": "2026-05-04T07:38:39.198731+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4ffbe6ac4d9aac70", + "problem_id": "v2p_c7_0f15320fa0e3ddd6", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=children, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_4ffbe6ac4d9aac70.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4ffbe6ac4d9aac70", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 22033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1926, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11693.12, + "sql_execution_elapsed_ms_total": 14.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_4ffbe6ac4d9aac70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8740907a980a201720d465403ef2fbbe67a7230e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_4ffbe6ac4d9aac70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:39.176297+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11693.12, "started_at": "2026-05-04T07:38:27.464365+00:00", "ended_at": "2026-05-04T07:38:39.157453+00:00", "prompt_metrics": {"chars": 6556, "bytes_utf8": 6556, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21902, "cached_input_tokens": 19840, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:38:27.726461Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:30.175358Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "housing", + "entity_col": "housing", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86c377de2f3f764d099bdbfcf3c52916a773bc11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-1a9f-7ea2-9448-42254b262a84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"housing\\\" and entity_col=\\\"housing\\\" on the single table \\\"c7\\\" using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":103}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c59f110809ee6b5111ef14f4142b150d916e3692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Applied the provided template exactly with group_col=\"housing\" and entity_col=\"housing\" on the single table \"c7\" using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7815a8dc1a99f539f78d98ecb3cc1fdf71109d6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:13.290719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:17.228263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:27.699196Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b091bb6a2aa8893ee92404847553255353dadfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing. +Result preview: [{"housing": "less_conv", "distinct_entities": 1}, {"housing": "critical", "distinct_entities": 1}, {"housing": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a746e942f18e5a0250b23d3a0bb4cca09294f010 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_5202446d2ca6f53a +-- problem_id: v2p_c7_97cff2d45e9132dd +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS distinct_entities +FROM "c7" +GROUP BY "housing" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1427b273b085ba8764a5a2b44a7188b98173fb0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"housing\", \"distinct_entities\"], \"rows\": [{\"housing\": \"less_conv\", \"distinct_entities\": 1}, {\"housing\": \"critical\", \"distinct_entities\": 1}, {\"housing\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1eb9f8282b66effcc809259c7231ff92a90cfa03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:53:12.989910+00:00", + "ended_at": "2026-05-04T07:53:29.221161+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5202446d2ca6f53a", + "problem_id": "v2p_c7_97cff2d45e9132dd", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "entity_col": "housing", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_5202446d2ca6f53a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5202446d2ca6f53a", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16177.67, + "sql_execution_elapsed_ms_total": 7.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_5202446d2ca6f53a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91e0e463385ddf953acdf3be4ae2e4a9003effac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:29.204811+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16177.67, "started_at": "2026-05-04T07:53:12.994216+00:00", "ended_at": "2026-05-04T07:53:29.171787+00:00", "prompt_metrics": {"chars": 6363, "bytes_utf8": 6363, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 103}, "stderr_preview": "2026-05-04T07:53:13.290719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:17.228263Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "very_crit", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eca383bc4e2d42447a2027505309bacd2cfa416b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-3bdb-7580-aa3b-6876466f988a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'very_crit'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"social\\\" and predicate has_nurs = 'very_crit' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21851,"cached_input_tokens":19840,"output_tokens":144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8162be06c997b50fd7b9df32cc6b873de3e089cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'very_crit'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 15;","notes":"Uses the provided Filtered Top-k Group Count template with group_col=\"social\" and predicate has_nurs = 'very_crit' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96fdcc442cc877f30b7bf833cd5bfe36962b1df5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:03.302009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:05.688703Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:15.754303Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1179a3db2c3ff75419e6292701025cdeb418b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "support": 864}, {"social": "problematic", "support": 864}, {"social": "nonprob", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..947c9481ba98b51eff781917ea5bb06f4c2964db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_5267639a19f53fc3 +-- problem_id: v2p_c7_fc1b910f58c13a39 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'very_crit' +GROUP BY "social" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ae8c848bd00debc8ed09f5b017c348a71e8a5f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'very_crit'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'very_crit'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"slightly_prob\", \"support\": 864}, {\"social\": \"problematic\", \"support\": 864}, {\"social\": \"nonprob\", \"support\": 864}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9e57078282be0ccba04a042d2d238bb5295fbaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:26:03.087229+00:00", + "ended_at": "2026-05-04T07:26:16.491935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5267639a19f53fc3", + "problem_id": "v2p_c7_fc1b910f58c13a39", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "very_crit", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_5267639a19f53fc3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5267639a19f53fc3", + "api_calls": 0, + "input_tokens": 21851, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 21995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1762, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1861, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13372.11, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_5267639a19f53fc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..070959ebea8d49b5d7d5f8676163945693441ff1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5267639a19f53fc3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:16.480696+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13372.11, "started_at": "2026-05-04T07:26:03.090793+00:00", "ended_at": "2026-05-04T07:26:16.462651+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1762}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21851, "cached_input_tokens": 19840, "output_tokens": 144}, "stderr_preview": "2026-05-04T07:26:03.302009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:05.688703Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5042fb1a20f8e222dcffa03d952ad450ee1d76cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-ecd8-7473-ba96-694e71dcb0ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10 in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d1543c2097533b4c8862b1bf0487fb4c15adaa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"housing\", target_col=\"class\", target_value='not_recom', min_support=5, and top_k=10 in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0463c228f129329a81132be3cc6ba6f362c303 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:42:06.140926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:08.581902Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
+2026-05-04T07:42:16.706418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a5a5455a8587d764b4d1c473d4a1b9a5dfab26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=class. +Result preview: [{"housing": "convenient", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "critical", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "less_conv", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..951271c3f1191a57a556c3c9067481dcd1e29a96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_58ab570733a1808c +-- problem_id: v2p_c7_004b55522e8de32c +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c9a184a76205780901188009514f9a63745f86c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"housing\", \"support\", \"focus_rate\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"critical\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"less_conv\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37cb8ba1bfeb85219f7ab5944ad68ab3912013c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:42:05.769844+00:00", + "ended_at": "2026-05-04T07:42:17.618927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_58ab570733a1808c", + "problem_id": "v2p_c7_004b55522e8de32c", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=class.", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_58ab570733a1808c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_58ab570733a1808c", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 137, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11800.27, + "sql_execution_elapsed_ms_total": 11.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_58ab570733a1808c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d7d1ed9e6b7102a60f05aaf125200a272778f78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:17.587300+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11800.27, "started_at": "2026-05-04T07:42:05.777735+00:00", "ended_at": "2026-05-04T07:42:17.571134+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 21917, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:42:06.140926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:08.581902Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10 in SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc74210dc45fff10a10348365fc53990ca8c92f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_58ab570733a1808c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_58ab570733a1808c", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 137, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11800.27, + "sql_execution_elapsed_ms_total": 11.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_58ab570733a1808c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..518c01877ae826ef3667fe1a7720b977945ba952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6569, "bytes_utf8": 6569, "lines": 208, "estimated_tokens": 1789}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21878, "cached_input_tokens": 20864, "output_tokens": 175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff27301a30ceeed6d685067067044e73cb165e5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_59a6b1c3d483a564", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11315.53, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_59a6b1c3d483a564\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6d15000a54bcacd4dd5db01e38dd7a14783a69c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:56:40.808369+00:00", + "ended_at": "2026-05-04T07:56:52.123736+00:00", + "elapsed_ms": 11315.53, + "prompt_metrics": { + "chars": 6569, + "bytes_utf8": 6569, + "lines": 208, + "estimated_tokens": 1789 + }, + "stdout_metrics": { + "chars": 672, + "bytes_utf8": 672, + "lines": 4, + "estimated_tokens": 187 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": 83 + }, + "usage": { + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae6028a8e4a0796e0d91ea211b0c773c13ad0579 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "completed", + "entity_col": "form", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d4934bd30e110910b59b690e7d36d3614827002 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-465f-7c73-897d-e641e3c8b2db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"form\\\", COUNT(DISTINCT \\\"form\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'completed'\\nGROUP BY \\\"form\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and fixed bindings exactly as given, with SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21878,"cached_input_tokens":20864,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b380736c26f834a2871dd96ebf4b94c50646e591 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"form\", COUNT(DISTINCT \"form\") AS distinct_entities\nFROM \"c7\"\nWHERE \"form\" = 'completed'\nGROUP BY \"form\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the provided template and fixed bindings exactly as given, with SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6514d46532fff6a0c0003226c14b6c616d7e0a4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:40.985315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:43.367640Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:51.304886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb87350014996400848c6e22c0170c3914e55f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form. +Result preview: [{"form": "completed", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d4c6dc86694c017d836cf122cb10a9b7d2dfde5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_59a6b1c3d483a564 +-- problem_id: v2p_c7_8c46557d50b55f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS distinct_entities +FROM "c7" +WHERE "form" = 'completed' +GROUP BY "form" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bebdaef75afc001ecaa08177be77b4794e72075b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"form\", COUNT(DISTINCT \"form\") AS distinct_entities\nFROM \"c7\"\nWHERE \"form\" = 'completed'\nGROUP BY \"form\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"form\\\", COUNT(DISTINCT \\\"form\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'completed'\\nGROUP BY \\\"form\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"form\", \"distinct_entities\"], \"rows\": [{\"form\": \"completed\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81a053ef23516ebffbe79a468c1c9e8f86c2da23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:56:40.804973+00:00", + "ended_at": "2026-05-04T07:56:52.163949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_59a6b1c3d483a564", + "problem_id": "v2p_c7_8c46557d50b55f60", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "completed", + "entity_col": "form", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_59a6b1c3d483a564.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_59a6b1c3d483a564", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11315.53, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_59a6b1c3d483a564\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02dcc41083077113e5013a02d9b2cd96aba74de3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:52.151005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11315.53, "started_at": "2026-05-04T07:56:40.808369+00:00", "ended_at": "2026-05-04T07:56:52.123736+00:00", "prompt_metrics": {"chars": 6569, "bytes_utf8": 6569, "lines": 208, "estimated_tokens": 1789}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21878, "cached_input_tokens": 20864, "output_tokens": 175}, "stderr_preview": "2026-05-04T07:56:40.985315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:43.367640Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "health", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b1cb3f24c97dbae2543d4fd3d469959eb87a97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-2750-7f70-8fae-e781b9be65fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template exactly with group_col=\\\"health\\\", entity_col=\\\"health\\\", predicate_col=\\\"health\\\", predicate_op=\\\"=\\\", predicate_value='priority', and top_k=13. This will return the single matching health group with its distinct health count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":21376,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0589057c974c4165a005f8fd1e65719cf9a8c1fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template exactly with group_col=\"health\", entity_col=\"health\", predicate_col=\"health\", predicate_op=\"=\", predicate_value='priority', and top_k=13. This will return the single matching health group with its distinct health count."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f504168645769a13aa70b08fb41fcef50907598 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:27.491692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:29.841409Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:38.307625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a1cd11407611cbaf64dc24aef4d41a4e8f6aa31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health. +Result preview: [{"health": "priority", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf9b5382ea2a611c3c987fc94a2aa5869451d68c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_5aecb519038661b8 +-- problem_id: v2p_c7_38077a9403f1762d +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..960bb033e64adc828c2a51e660c5711c1522d779 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"health\", \"distinct_entities\"], \"rows\": [{\"health\": \"priority\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..beb2ff04890a469d0eb14e43fadde82ebb9e371d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:55:27.329536+00:00", + "ended_at": "2026-05-04T07:55:39.428324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5aecb519038661b8", + "problem_id": "v2p_c7_38077a9403f1762d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "health", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_5aecb519038661b8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5aecb519038661b8", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 21376, + "output_tokens": 133, + "total_tokens": 22012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12063.9, + "sql_execution_elapsed_ms_total": 4.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_5aecb519038661b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f6ac9a58f3708a0093c9a955a22d39ee6c82342 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5aecb519038661b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:39.415759+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12063.9, "started_at": "2026-05-04T07:55:27.332444+00:00", "ended_at": "2026-05-04T07:55:39.395627+00:00", "prompt_metrics": {"chars": 6576, "bytes_utf8": 6576, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21879, "cached_input_tokens": 21376, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:55:27.491692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:29.841409Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=housing, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dc449faab11183c2bee07dea3648fb06aec813f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-c596-75f0-ba4b-53c8e9746f1a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=parents, group_col_2=housing, target_col=class, target_value='not_recom'. Uses SQLite-compatible AVG over a CASE expression and only the provided single table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a21be1b30a06f973e9386bb796017f136e03a289 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"housing\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=parents, group_col_2=housing, target_col=class, target_value='not_recom'. Uses SQLite-compatible AVG over a CASE expression and only the provided single table/columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3ca4d0c47bc3a69ded56897c19194357b13102 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:39.447672Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:41.984853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:51.614183Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d3afdc0fbeec52dc62cbd894369611938fbdbd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=housing, target_col=class. +Result preview: [{"parents": "great_pret", "housing": "convenient", "target_rate": 0.3333333333333333}, {"parents": "great_pret", "housing": "critical", "target_rate": 0.3333333333333333}, {"parents": "great_pret", "housing": "less_conv", "target_rate": 0.3333333333333333}, {"parents": "pretentious", "housing": "convenient", "target_rate": 0.3333333333333333}, {"parents": "pretentious", "housing": "critical", "target_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c377fc9047c25b31b41b80207d00e99b27b8ab1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_5eb1b862880fba7c +-- problem_id: v2p_c7_bf38ba3c8630d52a +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ede27d9524a717c335456b3970426d59b460c4d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"housing\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"parents\", \"housing\", \"target_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"housing\": \"critical\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"target_rate\": 0.3333333333333333}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..136e482c7483653214919bb6bf07f797eb76df96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:38:39.201735+00:00", + "ended_at": "2026-05-04T07:38:52.827294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5eb1b862880fba7c", + "problem_id": "v2p_c7_bf38ba3c8630d52a", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=housing, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_5eb1b862880fba7c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5eb1b862880fba7c", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1946, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.03, + "sql_execution_elapsed_ms_total": 14.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_5eb1b862880fba7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..385d5f9538f3d31873df4dcf8b977c7cadc42f18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5eb1b862880fba7c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:52.805160+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13582.03, "started_at": "2026-05-04T07:38:39.205152+00:00", "ended_at": "2026-05-04T07:38:52.786121+00:00", "prompt_metrics": {"chars": 6543, "bytes_utf8": 6543, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21904, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T07:38:39.447672Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:41.984853Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "finance", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a4e57ab2f00f35b7047b7a45dedf14f713ba197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-6afc-79b2-97eb-672046ea2951"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"finance\\\" and only the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":21376,"output_tokens":90}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..467f373628e631da8cc7812a7ce2615a21f37e44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"finance\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"finance\" and only the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77e46608ae83c88ebc6367fed1356019e7ddc33a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:04.290807Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:06.612160Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:14.292450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25685797f355b4f4945c0386d07600f84e5fe6a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "row_count": 6480}, {"finance": "convenient", "row_count": 6480}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd0c25501a4c7e169d56c0d2783ef9bb0548e83d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_5f1acee5e375de8d +-- problem_id: v2p_c7_a33a8c003f88fae6 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS row_count +FROM "c7" +GROUP BY "finance" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0a7c44a7acf323d9ba014ef6b7eaaf9a250955d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"finance\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"finance\", \"row_count\"], \"rows\": [{\"finance\": \"inconv\", \"row_count\": 6480}, {\"finance\": \"convenient\", \"row_count\": 6480}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9ed3eaceda1f1599517b9ca3d777120fc6d0c7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:24:04.054558+00:00", + "ended_at": "2026-05-04T07:24:15.083643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5f1acee5e375de8d", + "problem_id": "v2p_c7_a33a8c003f88fae6", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_5f1acee5e375de8d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5f1acee5e375de8d", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 21376, + "output_tokens": 90, + "total_tokens": 21867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 72, + "estimated_total_tokens": 1758, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10989.69, + "sql_execution_elapsed_ms_total": 7.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_5f1acee5e375de8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bffcd68140d70d7ee00eb0d4d31a6db536d2d1fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_5f1acee5e375de8d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:15.067836+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10989.69, "started_at": "2026-05-04T07:24:04.060205+00:00", "ended_at": "2026-05-04T07:24:15.045317+00:00", "prompt_metrics": {"chars": 6159, "bytes_utf8": 6159, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 21777, "cached_input_tokens": 21376, "output_tokens": 90}, "stderr_preview": "2026-05-04T07:24:04.290807Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:06.612160Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e35f8f8c9de9ae0bd516768b22ac2852fbc42238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-11a0-7de1-b34c-e2bc5063933d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"form\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=form, top_k=14 on the single table c7.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21877,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed7c4ac426af2109e1ac6a29e2c6e119a633dfc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY support ASC, \"parents\", \"form\"\nLIMIT 14;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=form, top_k=14 on the single table c7."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2e04c5c35c8eb676066ea89c045d2d8398f565b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:59.786974Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:02.195854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:09.571400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c78ab67b5234a7e199e64cb9f84c20c1db1de0c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form. +Result preview: [{"parents": "great_pret", "form": "complete", "support": 1080}, {"parents": "great_pret", "form": "completed", "support": 1080}, {"parents": "great_pret", "form": "foster", "support": 1080}, {"parents": "great_pret", "form": "incomplete", "support": 1080}, {"parents": "pretentious", "form": "complete", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4ccf508049b09c9fee1edc67d3c6ee11ea1390f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6127f0a53ab6b837 +-- problem_id: v2p_c7_4ba0bf8470fa5873 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "form" +ORDER BY support ASC, "parents", "form" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bd5f273c70c2803ff3bd5674f6a3b7382ca3a58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY support ASC, \"parents\", \"form\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"form\\\"\\nLIMIT 14;\", \"columns\": [\"parents\", \"form\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67b71a46227fd516cb090d9b992cea43123e75df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:50:59.622493+00:00", + "ended_at": "2026-05-04T07:51:10.359116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6127f0a53ab6b837", + "problem_id": "v2p_c7_4ba0bf8470fa5873", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6127f0a53ab6b837.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6127f0a53ab6b837", + "api_calls": 0, + "input_tokens": 21877, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1788, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1891, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10673.54, + "sql_execution_elapsed_ms_total": 10.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6127f0a53ab6b837\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b87919c809e6537ab87e412f3cea5aa379c074f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:10.322591+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10673.54, "started_at": "2026-05-04T07:50:59.625985+00:00", "ended_at": "2026-05-04T07:51:10.296659+00:00", "prompt_metrics": {"chars": 6411, "bytes_utf8": 6411, "lines": 204, "estimated_tokens": 1788}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21877, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:50:59.786974Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:02.195854Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed5f866f46c6e8c5478a1382b0f71e4748d0a8fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-a363-7043-b92b-728ea242d8ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"housing\\\", using condition_value='convenient'. This measures, for each housing category, the share of rows whose housing value is convenient.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":20864,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e269e7c54b5c7ed8a3a65a9aaf153088507565d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"housing\", using condition_value='convenient'. This measures, for each housing category, the share of rows whose housing value is convenient."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac122dab0bceab64285c4653c53663ec8b38e24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:57.520241Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:00.113808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:07.599719Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c19750ff7af5a3ff7c13419f2233f12f3d8cae83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing. +Result preview: [{"housing": "convenient", "condition_rate": 1.0}, {"housing": "less_conv", "condition_rate": 0.0}, {"housing": "critical", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a0183955a13e7e49c8bdc4a93dbbdf06b028bd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_61d7cbef626c8071 +-- problem_id: v2p_c7_ced35153907e1a90 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc5f688ee76850af63f7873d4dedc7bf97e5834c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"convenient\", \"condition_rate\": 1.0}, {\"housing\": \"less_conv\", \"condition_rate\": 0.0}, {\"housing\": \"critical\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d209fb4218038f245121119d81e27bd77888be4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:31:57.284492+00:00", + "ended_at": "2026-05-04T07:32:08.577741+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_61d7cbef626c8071", + "problem_id": "v2p_c7_ced35153907e1a90", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing.", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_61d7cbef626c8071.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_61d7cbef626c8071", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1889, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11253.17, + "sql_execution_elapsed_ms_total": 8.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_61d7cbef626c8071\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e1f20eb9cbec29eb1dc7ce3f3bf231b08903d70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_61d7cbef626c8071/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:08.561521+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11253.17, "started_at": "2026-05-04T07:31:57.287783+00:00", "ended_at": "2026-05-04T07:32:08.541188+00:00", "prompt_metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21867, "cached_input_tokens": 20864, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:31:57.520241Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:00.113808Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04734bbddef64c2b252f37bab1b8be4063b51fca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-5a11-7bf3-a6ce-b3544492cba0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided template with group_col=\\\"finance\\\" and entity_col=\\\"finance\\\" exactly as bound. Since the grouped column and distinct entity column are the same, each group will have distinct_entities = 1 for non-NULL values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..132b090de885e51f3b5ecfd1f5a1329cd15d71f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided template with group_col=\"finance\" and entity_col=\"finance\" exactly as bound. Since the grouped column and distinct entity column are the same, each group will have distinct_entities = 1 for non-NULL values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0406448ccd579506f9d5ee717fa64eed2db0d26d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:29.433418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:32.309431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:39.503982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..782f25ed95dbb70aa694a05d50d64b7c5211fbca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "distinct_entities": 1}, {"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3f9212932f4773852d74f5d55a6e5140666272e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_621ce724df26c743 +-- problem_id: v2p_c7_438458ef0634daf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57c4fe77976a948daeecfc0fb1d09897e9be48d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"inconv\", \"distinct_entities\": 1}, {\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..296433af9c3e0b480f014311a0d49c4e539d7cc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:53:29.224169+00:00", + "ended_at": "2026-05-04T07:53:41.653164+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_621ce724df26c743", + "problem_id": "v2p_c7_438458ef0634daf5", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_621ce724df26c743.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_621ce724df26c743", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12379.59, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_621ce724df26c743\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92fa8533524a4da5b6cd2ce028687f98608de3a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_621ce724df26c743/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:41.634421+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12379.59, "started_at": "2026-05-04T07:53:29.229638+00:00", "ended_at": "2026-05-04T07:53:41.609274+00:00", "prompt_metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:53:29.433418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:32.309431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab872ca4a39f9aa2c2275f83380e775a7e4669b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-0d6f-71e1-9f55-4ab8a80d3690"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"finance\\\" and condition_col=\\\"finance\\\", using condition_value='convenient' in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21869,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a24e57293fbead059149164d38bd9d7c92768bd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"finance\" and condition_col=\"finance\", using condition_value='convenient' in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3550823f3c1909f93618b2c7c349b8acfa813e0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:24.683777Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:27.468749Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:34.835960Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2102bb847932e26b698d3e11dec8e6421024ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "convenient", "condition_rate": 1.0}, {"finance": "inconv", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18875b7922dee6c63acb4f23573e8962891d528f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_651e14f7e6a91255 +-- problem_id: v2p_c7_3f490521bbe330eb +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..746f774f8e73940ecadbc31fd0e64c48565d5761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"finance\", \"condition_rate\"], \"rows\": [{\"finance\": \"convenient\", \"condition_rate\": 1.0}, {\"finance\": \"inconv\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37cffa05d4bbc7a73ebcec479413f0538140aff6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:32:20.933867+00:00", + "ended_at": "2026-05-04T07:32:35.506476+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_651e14f7e6a91255", + "problem_id": "v2p_c7_3f490521bbe330eb", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance.", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_651e14f7e6a91255.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_651e14f7e6a91255", + "api_calls": 0, + "input_tokens": 21869, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 21984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1778, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14530.45, + "sql_execution_elapsed_ms_total": 8.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_651e14f7e6a91255\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11778d1f1d763a092994238411d347d69bf660e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_651e14f7e6a91255/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:35.490410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14530.45, "started_at": "2026-05-04T07:32:20.937547+00:00", "ended_at": "2026-05-04T07:32:35.467963+00:00", "prompt_metrics": {"chars": 6521, "bytes_utf8": 6521, "lines": 207, "estimated_tokens": 1778}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21869, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:32:24.683777Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:27.468749Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "has_nurs", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..952c1eeec7e87fb1a2e624460df268b0806415f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-1495-7953-9fb4-68a41aa41f80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"has_nurs\\\", entity_col=\\\"has_nurs\\\", predicate_col=\\\"finance\\\", predicate_op=\\\"=\\\", predicate_value='convenient', top_k=16. Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21887,"cached_input_tokens":21376,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cefc32904d4ab500683d7c475ec6add53fc437c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Used the provided template and fixed bindings exactly: group_col=\"has_nurs\", entity_col=\"has_nurs\", predicate_col=\"finance\", predicate_op=\"=\", predicate_value='convenient', top_k=16. Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39160c40491d7f6df40ff5a638fcfe24b40fa6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:28.232115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:30.669115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:40.083896Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b2cf032363f0e8405e70b8b061c683a9f6f536a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "distinct_entities": 1}, {"has_nurs": "proper", "distinct_entities": 1}, {"has_nurs": "less_proper", "distinct_entities": 1}, {"has_nurs": "improper", "distinct_entities": 1}, {"has_nurs": "critical", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92f2e56b1661755828c7d4b4d5c6e5d353606efe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_67212cab8e25cea8 +-- problem_id: v2p_c7_63ebcfbdb9e6cc09 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e43d657206f10b4296d80c36d6476a44964eb65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"has_nurs\", \"distinct_entities\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"distinct_entities\": 1}, {\"has_nurs\": \"proper\", \"distinct_entities\": 1}, {\"has_nurs\": \"less_proper\", \"distinct_entities\": 1}, {\"has_nurs\": \"improper\", \"distinct_entities\": 1}, {\"has_nurs\": \"critical\", \"distinct_entities\": 1}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2f1a242cf58aa710638327f9277398a5dc52913 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:56:28.061746+00:00", + "ended_at": "2026-05-04T07:56:40.801694+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_67212cab8e25cea8", + "problem_id": "v2p_c7_63ebcfbdb9e6cc09", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "has_nurs", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_67212cab8e25cea8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_67212cab8e25cea8", + "api_calls": 0, + "input_tokens": 21887, + "cached_input_tokens": 21376, + "output_tokens": 141, + "total_tokens": 22028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1798, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12698.19, + "sql_execution_elapsed_ms_total": 7.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_67212cab8e25cea8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e1346fcc4b46090ca5ce9bfa72b4f8e6829cf3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:40.785065+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12698.19, "started_at": "2026-05-04T07:56:28.065851+00:00", "ended_at": "2026-05-04T07:56:40.762142+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": 1798}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21887, "cached_input_tokens": 21376, "output_tokens": 141}, "stderr_preview": "2026-05-04T07:56:28.232115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:30.669115Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "housing", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5507a1aa71a8a90b254d17f96b83e5efc73972f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-819c-7a30-b9d0-a0c992037c94"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 18;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"housing\\\" and top_k=18 using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":19840,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e47a539dd15df11b78da7f27b01e8db10ce40c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 18;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"housing\" and top_k=18 using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60fb0f8717f7d99dd86fbf5b50de4cecaa0d9e1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:22.935673Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:25.448769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:33.157437Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d976001eb0ecbd9434f75b0186673488fe06ca92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 4320}, {"housing": "critical", "support": 4320}, {"housing": "less_conv", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c660ecbfa34830c28beae83e8b9a79bd93899acd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_675a3416cb604da0 +-- problem_id: v2p_c7_5499bb3cb111f2b9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c416aca9be9c6b80840616d80c6e9e54dd593b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 18;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320}, {\"housing\": \"critical\", \"support\": 4320}, {\"housing\": \"less_conv\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd47e1d1e53be1805a6aed2aa186c569664798d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:50:22.735347+00:00", + "ended_at": "2026-05-04T07:50:33.700884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_675a3416cb604da0", + "problem_id": "v2p_c7_5499bb3cb111f2b9", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_675a3416cb604da0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_675a3416cb604da0", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 19840, + "output_tokens": 104, + "total_tokens": 21916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10923.15, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_675a3416cb604da0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b4a885f01eadf6fdba1b4652ebf9008a4459511 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_675a3416cb604da0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:33.681946+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10923.15, "started_at": "2026-05-04T07:50:22.741479+00:00", "ended_at": "2026-05-04T07:50:33.664709+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1723}, "response_metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21812, "cached_input_tokens": 19840, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:50:22.935673Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:25.448769Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..314af3b9dd2aa8bf964aaa3423a9b29b71e3aad5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-de6a-76c3-b306-5593ea0e5e3b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"children\\\" and table \\\"c7\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21813,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..617ada119b2031a8992ed92b1eb795f981a5ec5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 12;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"children\" and table \"c7\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b515e53ce91b636c9728c5f8f1d03dd20711b30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:41.284676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:43.950744Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:54.204210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..002667a8e13340478204a41e6e01e2c1f611ec0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children. +Result preview: [{"children": "1", "support": 3240}, {"children": "2", "support": 3240}, {"children": "3", "support": 3240}, {"children": "more", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8621bcf0bfa4941f05d84b43669dd68765f51683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6948484cf31ceb8e +-- problem_id: v2p_c7_74cb7e40637fc696 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4072124fe6b7ab9347fadcc239ffe63fd39950f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 12;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"1\", \"support\": 3240}, {\"children\": \"2\", \"support\": 3240}, {\"children\": \"3\", \"support\": 3240}, {\"children\": \"more\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80f4d98a024e1e37ca76cdf8ec9f2a3544ca2f76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:49:40.950310+00:00", + "ended_at": "2026-05-04T07:49:54.997463+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6948484cf31ceb8e", + "problem_id": "v2p_c7_74cb7e40637fc696", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6948484cf31ceb8e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6948484cf31ceb8e", + "api_calls": 0, + "input_tokens": 21813, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 21926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14011.22, + "sql_execution_elapsed_ms_total": 6.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6948484cf31ceb8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85127c29740adafb03cc5f6daef6bbf9d9b6fda9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:54.982639+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14011.22, "started_at": "2026-05-04T07:49:40.954786+00:00", "ended_at": "2026-05-04T07:49:54.965444+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1724}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21813, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:49:41.284676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:43.950744Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16a6dbd0e9be132cad1f67a7893af0fc07331171 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-ee3a-7ba2-b65f-b4d361e6a7a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='very_recom'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21905,"cached_input_tokens":20864,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e8144bfae367dfe2361ccaf7922a722da44a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"parents\", group_col_2=\"health\", target_col=\"class\", and target_value='very_recom'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a3449eda711c45818b75661c2501a39231e8e44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:55.398140Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:57.790996Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:07.308638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ab006e1efa3714f01e0ec89ada639299b7c64a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=health, target_col=class. +Result preview: [{"parents": "usual", "health": "recommended", "target_rate": 0.1361111111111111}, {"parents": "pretentious", "health": "recommended", "target_rate": 0.09166666666666666}, {"parents": "great_pret", "health": "not_recom", "target_rate": 0.0}, {"parents": "great_pret", "health": "priority", "target_rate": 0.0}, {"parents": "great_pret", "health": "recommended", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92e069b56ff0a97d3f0531d38e2574968c451cbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_69b2b59f65d9e955 +-- problem_id: v2p_c7_522ef4177aa600db +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a3b64cb638893d768e76ce697fd12c2131732a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"parents\", \"health\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"health\": \"recommended\", \"target_rate\": 0.1361111111111111}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"target_rate\": 0.09166666666666666}, {\"parents\": \"great_pret\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ce19a6184b1dd4aa032715bd913d331d4852189 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:39:55.178181+00:00", + "ended_at": "2026-05-04T07:40:08.274655+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_69b2b59f65d9e955", + "problem_id": "v2p_c7_522ef4177aa600db", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_69b2b59f65d9e955.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_69b2b59f65d9e955", + "api_calls": 0, + "input_tokens": 21905, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 22044, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13029.15, + "sql_execution_elapsed_ms_total": 19.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_69b2b59f65d9e955\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70999c83ebb77c53f60ea247cacaf1b52562dcc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69b2b59f65d9e955/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:08.245577+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13029.15, "started_at": "2026-05-04T07:39:55.183101+00:00", "ended_at": "2026-05-04T07:40:08.212540+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 207, "estimated_tokens": 1814}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21905, "cached_input_tokens": 20864, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:39:55.398140Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:57.790996Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5de01a640abfe150e3bd93ddd2c5384d1ac6fd12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-e1b2-7ef3-a98a-1192e8474acd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template exactly with group_col bound to \\\"health\\\" and entity_col bound to \\\"health\\\", producing top-k health groups by distinct health coverage.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61d0defaf7380938dd9fdc80a63c7ddce355d3d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Used the provided template exactly with group_col bound to \"health\" and entity_col bound to \"health\", producing top-k health groups by distinct health coverage."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..780c77203b8877408d36d311f1bf25b98e1957ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:54:04.154870Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:06.503206Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
+2026-05-04T07:54:13.355477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d2cbc9610f70016c79367c688ca3c9601a3593f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health. +Result preview: [{"health": "recommended", "distinct_entities": 1}, {"health": "priority", "distinct_entities": 1}, {"health": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..096d478ceefdead731c8fc88a22707ce9fe398e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_69c8e274ab8724c1 +-- problem_id: v2p_c7_552f2090700ce248 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..062bd35555321c680998e7ca59a303027506cadd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"health\", \"distinct_entities\"], \"rows\": [{\"health\": \"recommended\", \"distinct_entities\": 1}, {\"health\": \"priority\", \"distinct_entities\": 1}, {\"health\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f87d014c113009fc64ffc6c8d77da685af9188b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:54:03.948765+00:00", + "ended_at": "2026-05-04T07:54:14.135554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_69c8e274ab8724c1", + "problem_id": "v2p_c7_552f2090700ce248", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_69c8e274ab8724c1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_69c8e274ab8724c1", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10136.31, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_69c8e274ab8724c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07033397ea1f8f001fe3c167442299a1aa747691 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:14.115193+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10136.31, "started_at": "2026-05-04T07:54:03.954889+00:00", "ended_at": "2026-05-04T07:54:14.091077+00:00", "prompt_metrics": {"chars": 6361, "bytes_utf8": 6361, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:54:04.154870Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:06.503206Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment.... +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children, group_col_2=health.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a48f08988543cbe6ae794a9d28b1513bd229226 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-498b-7022-878f-5b57022ed92e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"children\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Uses the planned Two-Dimensional Top-k Count template with group_col=\\\"children\\\", group_col_2=\\\"health\\\", and top_k=14. Only the provided single table and columns are used, with SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41e74bd58632f74c264c2369e1f4c952c398fac1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"children\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY support DESC\nLIMIT 14;","notes":"Uses the planned Two-Dimensional Top-k Count template with group_col=\"children\", group_col_2=\"health\", and top_k=14. Only the provided single table and columns are used, with SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1426adf81e0bb86c4b7e1edd85d3716d6f226685 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:17.877376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:20.400214Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:27.751433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fab5d9db8a0077b22470c60a8c8c98554a403b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children, group_col_2=health. +Result preview: [{"children": "1", "health": "not_recom", "support": 1080}, {"children": "1", "health": "priority", "support": 1080}, {"children": "1", "health": "recommended", "support": 1080}, {"children": "2", "health": "not_recom", "support": 1080}, {"children": "2", "health": "priority", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..33d71b3f41754a71aef7c4fd910ff579d472340d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_69f6c4f7a8e2cef1 +-- problem_id: v2p_c7_6bba864e7efde825 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "children", "health" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f9d07ac4325dda07f634b8a77216a386352b3eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"children\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"children\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"children\", \"health\", \"support\"], \"rows\": [{\"children\": \"1\", \"health\": \"not_recom\", \"support\": 1080}, {\"children\": \"1\", \"health\": \"priority\", \"support\": 1080}, {\"children\": \"1\", \"health\": \"recommended\", \"support\": 1080}, {\"children\": \"2\", \"health\": \"not_recom\", \"support\": 1080}, {\"children\": \"2\", \"health\": \"priority\", \"support\": 1080}, {\"children\": \"2\", \"health\": \"recommended\", \"support\": 1080}, {\"children\": \"3\", \"health\": \"not_recom\", \"support\": 1080}, {\"children\": \"3\", \"health\": \"priority\", \"support\": 1080}, {\"children\": \"3\", \"health\": \"recommended\", \"support\": 1080}, {\"children\": \"more\", \"health\": \"not_recom\", \"support\": 1080}, {\"children\": \"more\", \"health\": \"priority\", \"support\": 1080}, {\"children\": \"more\", \"health\": \"recommended\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36bf961f0933ae7fca52bcdd89cdfb93238f6e33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:28:17.662163+00:00", + "ended_at": "2026-05-04T07:28:28.559061+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_69f6c4f7a8e2cef1", + "problem_id": "v2p_c7_6bba864e7efde825", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children, group_col_2=health.", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_69f6c4f7a8e2cef1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_69f6c4f7a8e2cef1", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10855.94, + "sql_execution_elapsed_ms_total": 11.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_69f6c4f7a8e2cef1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf260a7f8575a79e0cd47c8af237a35055a2d96c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_69f6c4f7a8e2cef1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:28.538750+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10855.94, "started_at": "2026-05-04T07:28:17.665581+00:00", "ended_at": "2026-05-04T07:28:28.517544+00:00", "prompt_metrics": {"chars": 6352, "bytes_utf8": 6352, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:28:17.877376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:20.400214Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e606a67dfc2ea49b196999a00df365884e7500b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-214e-7701-b2ab-685f426e0d3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"parents\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='very_recom' using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe4e9cf699041608c1067c7121db717b9db8ae5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"parents\", group_col_2=\"health\", target_col=\"class\", and target_value='very_recom' using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c1bc1b4006eb737ee524d48f65e70faa5fb880d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:08.478353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:10.956864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:18.906757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d98624393d1c646cc747d92cebfde537f2d4a033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=health, target_col=class. +Result preview: [{"parents": "usual", "health": "recommended", "target_rate": 0.1361111111111111}, {"parents": "pretentious", "health": "recommended", "target_rate": 0.09166666666666666}, {"parents": "great_pret", "health": "not_recom", "target_rate": 0.0}, {"parents": "great_pret", "health": "priority", "target_rate": 0.0}, {"parents": "great_pret", "health": "recommended", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..48b144ba7fc867eb70223ec53dbec25ef7224f0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_6aee8a3481a336dc +-- problem_id: v2p_c7_9f69da41a9e74f66 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3caf697bd200ed3e28bccd2e364c437c8ce15f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"parents\", \"health\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"health\": \"recommended\", \"target_rate\": 0.1361111111111111}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"target_rate\": 0.09166666666666666}, {\"parents\": \"great_pret\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fdcad9672bc57e3c7ecce334df531d0be8878312 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:40:08.277816+00:00", + "ended_at": "2026-05-04T07:40:19.709849+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6aee8a3481a336dc", + "problem_id": "v2p_c7_9f69da41a9e74f66", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6aee8a3481a336dc.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6aee8a3481a336dc", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 22069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11390.09, + "sql_execution_elapsed_ms_total": 14.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6aee8a3481a336dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bb4dcf036bcb2bb91e96bb1c682de5e8f28b5bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6aee8a3481a336dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:19.689166+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11390.09, "started_at": "2026-05-04T07:40:08.281635+00:00", "ended_at": "2026-05-04T07:40:19.671589+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:40:08.478353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:10.956864Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65670d82ef746e1c1bf5c4f57a768b64fb7700f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-c500-7b72-90f0-8615318de253"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"form\\\",\\n SUM(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"form\\\"\\n)\\nSELECT \\\"form\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the planned template with group_col and condition_col both bound to \\\"form\\\". The bound negative_value is 'completed' as provided, even though it may yield zero denominator counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22009,"cached_input_tokens":19840,"output_tokens":207}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08efb4949ce91d98fc6393626936a2b0d3e737b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"form\",\n SUM(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"form\"\n)\nSELECT \"form\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the planned template with group_col and condition_col both bound to \"form\". The bound negative_value is 'completed' as provided, even though it may yield zero denominator counts."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f36039a503cf977d1706148d9f0e0211c6a356e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T07:36:28.239615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:30.804952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:33.258788Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T07:36:40.845683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6c238fe5bdb67d5175d4d5dab3139fe83f0083e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "completed", "condition_ratio": 0.0}, {"form": "complete", "condition_ratio": null}, {"form": "foster", "condition_ratio": null}, {"form": "incomplete", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8dd80aae60635851724068d07bcd8221feba2d21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_6b2a5e687ed3c8ee +-- problem_id: v2p_c7_f6fc1a5948de0c37 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "form", + SUM(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "form" +) +SELECT "form", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e62fc4eb6d45a56cb0386cb420cc3691e8437dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"form\",\n SUM(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"form\"\n)\nSELECT \"form\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"form\\\",\\n SUM(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"form\\\"\\n)\\nSELECT \\\"form\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"form\", \"condition_ratio\"], \"rows\": [{\"form\": \"completed\", \"condition_ratio\": 0.0}, {\"form\": \"complete\", \"condition_ratio\": null}, {\"form\": \"foster\", \"condition_ratio\": null}, {\"form\": \"incomplete\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..675b462c005f7b6b14b8ece6bb812dc45faf7f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:36:28.035543+00:00", + "ended_at": "2026-05-04T07:36:41.593970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6b2a5e687ed3c8ee", + "problem_id": "v2p_c7_f6fc1a5948de0c37", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=form, condition_col=form.", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6b2a5e687ed3c8ee.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6b2a5e687ed3c8ee", + "api_calls": 0, + "input_tokens": 22009, + "cached_input_tokens": 19840, + "output_tokens": 207, + "total_tokens": 22216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1918, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2087, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13513.4, + "sql_execution_elapsed_ms_total": 9.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6b2a5e687ed3c8ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e8c2006ecaf6f3ba537b3fb886e5c2413d65e53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6b2a5e687ed3c8ee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:41.575768+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13513.4, "started_at": "2026-05-04T07:36:28.039930+00:00", "ended_at": "2026-05-04T07:36:41.552622+00:00", "prompt_metrics": {"chars": 7063, "bytes_utf8": 7063, "lines": 207, "estimated_tokens": 1918}, "response_metrics": {"chars": 668, "bytes_utf8": 668, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22009, "cached_input_tokens": 19840, "output_tokens": 207}, "stderr_preview": "2026-05-04T07:36:28.239615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:30.804952Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=form, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1e1f5a3723d506de2cdcda59062a48a25304df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-01ad-78a1-97fa-7abc20b9145c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"parents\\\", group_col_2=\\\"form\\\", target_col=\\\"class\\\", target_value='very_recom'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27967a8ae8d7aed90e45c22bb206cb59a6abf469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"form\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"parents\", group_col_2=\"form\", target_col=\"class\", target_value='very_recom'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fab58be1c768c6aca054b4f598613e6471ccf891 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:49.280315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:51.677827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:00.310943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e082b84e3fa0d68298fdc0ed7db0718fe7bfb7a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=form, target_col=class. +Result preview: [{"parents": "usual", "form": "complete", "target_rate": 0.06481481481481481}, {"parents": "usual", "form": "completed", "target_rate": 0.05555555555555555}, {"parents": "pretentious", "form": "complete", "target_rate": 0.044444444444444446}, {"parents": "usual", "form": "incomplete", "target_rate": 0.03888888888888889}, {"parents": "pretentious", "form": "completed", "target_rate": 0.037037037037037035}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9293dc7b9de5ae2fefa4678f35b361788abedc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_6c222973429fdd02 +-- problem_id: v2p_c7_9e76b320e647c4d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "form" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..912a407e9ac88fc34217a534fd9166e0dfe9e0a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"form\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"form\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"form\": \"complete\", \"target_rate\": 0.06481481481481481}, {\"parents\": \"usual\", \"form\": \"completed\", \"target_rate\": 0.05555555555555555}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"target_rate\": 0.044444444444444446}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"target_rate\": 0.03888888888888889}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"target_rate\": 0.037037037037037035}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"target_rate\": 0.025925925925925925}, {\"parents\": \"usual\", \"form\": \"foster\", \"target_rate\": 0.022222222222222223}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"target_rate\": 0.014814814814814815}, {\"parents\": \"great_pret\", \"form\": \"complete\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90023c8538a056eba77040c5e879578ea2d2e33b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:37:49.092894+00:00", + "ended_at": "2026-05-04T07:38:01.148687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6c222973429fdd02", + "problem_id": "v2p_c7_9e76b320e647c4d8", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=form, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6c222973429fdd02.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6c222973429fdd02", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 22038, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12013.51, + "sql_execution_elapsed_ms_total": 12.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6c222973429fdd02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3878acd732d1170e1b72129a684732d7c98a034a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6c222973429fdd02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:01.128170+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12013.51, "started_at": "2026-05-04T07:37:49.096255+00:00", "ended_at": "2026-05-04T07:38:01.105803+00:00", "prompt_metrics": {"chars": 6538, "bytes_utf8": 6538, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:37:49.280315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:51.677827Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40133c4e03f7dd1bb2409ec39c000bcb2126c12a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-e56c-70c1-8d96-a0e82d8f0f80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template exactly with group_col bound to \\\"children\\\" and entity_col bound to \\\"children\\\", on the single table \\\"c7\\\", with SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c3b2b04adf7ae0321c5d6079368cede779172c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;","notes":"Used the provided template exactly with group_col bound to \"children\" and entity_col bound to \"children\", on the single table \"c7\", with SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49059f55a69dcbbf49e14f91f08467e2e23d1a8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:59.561245Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:01.991238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:10.419058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2f9fb3004e41387ddf5a05f758a2292710e791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children. +Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f21e3438c6e2725999b56e715ba876a805c027c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_6caca38b27f9a8d6 +-- problem_id: v2p_c7_5a3469515e263a24 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS "distinct_entities" +FROM "c7" +GROUP BY "children" +ORDER BY "distinct_entities" DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce1ec589a31b7beaaf06f0c8fe3285b8004f956c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d26176b61817e8cee69be78c181a5ca14931872e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:52:59.365861+00:00", + "ended_at": "2026-05-04T07:53:12.986951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6caca38b27f9a8d6", + "problem_id": "v2p_c7_5a3469515e263a24", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6caca38b27f9a8d6.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6caca38b27f9a8d6", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13570.56, + "sql_execution_elapsed_ms_total": 10.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6caca38b27f9a8d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b9a8012ed591d44b5b43df3f387a5d8b5e6eca7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:12.967321+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13570.56, "started_at": "2026-05-04T07:52:59.370501+00:00", "ended_at": "2026-05-04T07:53:12.940717+00:00", "prompt_metrics": {"chars": 6368, "bytes_utf8": 6368, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21826, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:52:59.561245Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:01.991238Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "inconv", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7de17965ad09582957da230f79c5c8a2813623eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-38c2-7eb0-a4f4-e18b0daee525"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"finance\\\" and condition_col=\\\"finance\\\", using condition_value='inconv' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":21376,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0cc26f90e2aa5758654e79c3f439a257399a3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"finance\" and condition_col=\"finance\", using condition_value='inconv' as bound."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac26c3876dc5643d92c180bf0d8cc0aca654c9d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:35.711417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:38.360318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:46.325300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3f64c9fc69d1dae729e8b415561906378a21bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "inconv", "condition_rate": 1.0}, {"finance": "convenient", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..beff642d6ac7f7a11dfb276396dc466823901f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_6d05cc34612067a5 +-- problem_id: v2p_c7_b8207c08b2586832 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91f8fc030049b2b993745adf4957039211c95b3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"finance\", \"condition_rate\"], \"rows\": [{\"finance\": \"inconv\", \"condition_rate\": 1.0}, {\"finance\": \"convenient\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5007326b970f462ddebc46c0fa958bde78f78c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:32:35.509040+00:00", + "ended_at": "2026-05-04T07:32:47.156207+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6d05cc34612067a5", + "problem_id": "v2p_c7_b8207c08b2586832", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=finance, condition_col=finance.", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "inconv", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6d05cc34612067a5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6d05cc34612067a5", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 21376, + "output_tokens": 169, + "total_tokens": 22036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11607.31, + "sql_execution_elapsed_ms_total": 7.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6d05cc34612067a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..686e7f23462af480400c61053842b31ebeee7c56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d05cc34612067a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:47.140005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11607.31, "started_at": "2026-05-04T07:32:35.513016+00:00", "ended_at": "2026-05-04T07:32:47.120458+00:00", "prompt_metrics": {"chars": 6514, "bytes_utf8": 6514, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21867, "cached_input_tokens": 21376, "output_tokens": 169}, "stderr_preview": "2026-05-04T07:32:35.711417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:38.360318Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b1ad8825eef0cbbbb1da59703758b3413611625 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-82da-7121-9196-ff32ce9c2c85"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=health, top_k=19 on the single table c7.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a08ce6e327d10838840945fedb463ead6dceb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=health, top_k=19 on the single table c7."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd075b1cfb91253f9efc1123fb6f8b4e2b7b7484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:34.318128Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:36.650472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:44.585762Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a9b004f945c663db040b11ce9ce03af1d4e3f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "support": 1440}, {"parents": "great_pret", "health": "priority", "support": 1440}, {"parents": "great_pret", "health": "recommended", "support": 1440}, {"parents": "pretentious", "health": "not_recom", "support": 1440}, {"parents": "pretentious", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3ab648ceb32473a1787af84ed2543bf93052124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6d7e0461e1535c32 +-- problem_id: v2p_c7_31caea30ff623c9c +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..304ab6c8c35238413a6562a6f220a3a7503cde3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 19;\", \"columns\": [\"parents\", \"health\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bbead2f0ae277424cfedfe9a7633a5413bddee55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:52:34.120258+00:00", + "ended_at": "2026-05-04T07:52:45.537324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6d7e0461e1535c32", + "problem_id": "v2p_c7_31caea30ff623c9c", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6d7e0461e1535c32.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6d7e0461e1535c32", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 108, + "total_tokens": 21987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11363.37, + "sql_execution_elapsed_ms_total": 14.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6d7e0461e1535c32\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a367040d41fe0bd64f95c99ce570e270f2c2761a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:45.513683+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11363.37, "started_at": "2026-05-04T07:52:34.124923+00:00", "ended_at": "2026-05-04T07:52:45.488030+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 108}, "stderr_preview": "2026-05-04T07:52:34.318128Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:36.650472Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0a623ac31657eb997c3ec12292258b6f36de38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-4bee-7462-8150-309be77c1d4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"class\\\" and top_k set to 18. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..392efbeeaec738593f56bfd594424cd47cce988a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 18;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"class\" and top_k set to 18. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c75b42d1179a3fba36c92a7038c7c3f649ebd1b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:58.125255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:01.070250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:11.345947Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c507d6c4f9a58c26f987ea4d8760e7ffae46b220 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "recommend", "support": 2}, {"class": "very_recom", "support": 328}, {"class": "spec_prior", "support": 4044}, {"class": "priority", "support": 4266}, {"class": "not_recom", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4229127ab3df0b12ab8ff19f8f5b4c23be989ac6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6fa58ab76412f314 +-- problem_id: v2p_c7_acbd1fe68ce6329f +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2839dcbe8374126404fd36e62b2bd3d0b6815059 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 18;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"recommend\", \"support\": 2}, {\"class\": \"very_recom\", \"support\": 328}, {\"class\": \"spec_prior\", \"support\": 4044}, {\"class\": \"priority\", \"support\": 4266}, {\"class\": \"not_recom\", \"support\": 4320}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15242538689a77f52068043897a120a1eecbcd10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:47:57.928509+00:00", + "ended_at": "2026-05-04T07:48:12.441237+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6fa58ab76412f314", + "problem_id": "v2p_c7_acbd1fe68ce6329f", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_6fa58ab76412f314.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6fa58ab76412f314", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 21924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14450.66, + "sql_execution_elapsed_ms_total": 13.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_6fa58ab76412f314\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36a9fa25ca2e10612bccd4f5e8cf7538646ad4ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_6fa58ab76412f314/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:12.413680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14450.66, "started_at": "2026-05-04T07:47:57.932313+00:00", "ended_at": "2026-05-04T07:48:12.382861+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:47:58.125255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:01.070250Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "form", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac716e21d7254ff1daae5c3be9b2a0dd3671747 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-1ecf-73e1-87e2-6b382bd2f0de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"form\\\" and predicate_col bound to \\\"social\\\" = 'nonprob'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27699e1f24b337ebc86d82b7e45995e8303b76ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 15;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"form\" and predicate_col bound to \"social\" = 'nonprob'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bafe5113d72807175bab990f2a4d4c9a2557449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:06.922892Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:09.354602Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:16.827894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb24d6d3d0bd13ab67526c9c2e917bd5fef62390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form. +Result preview: [{"form": "incomplete", "support": 1080}, {"form": "foster", "support": 1080}, {"form": "completed", "support": 1080}, {"form": "complete", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c3cb92e42d68bac3b10c49470cba4ccc4f99144 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_70d202c71f0450e1 +-- problem_id: v2p_c7_d9e9f58225377b6c +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1693638a5a1bda2dfdb25df2dc94f60b36c32c82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"incomplete\", \"support\": 1080}, {\"form\": \"foster\", \"support\": 1080}, {\"form\": \"completed\", \"support\": 1080}, {\"form\": \"complete\", \"support\": 1080}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b72d989678562e4dfaaa1855a5073c897aca1c3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:28:06.695692+00:00", + "ended_at": "2026-05-04T07:28:17.660123+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_70d202c71f0450e1", + "problem_id": "v2p_c7_d9e9f58225377b6c", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_70d202c71f0450e1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_70d202c71f0450e1", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10930.23, + "sql_execution_elapsed_ms_total": 4.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_70d202c71f0450e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68aa02dcde4453d980ca5a661f24c07f315501e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_70d202c71f0450e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:17.646814+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10930.23, "started_at": "2026-05-04T07:28:06.699494+00:00", "ended_at": "2026-05-04T07:28:17.629352+00:00", "prompt_metrics": {"chars": 6434, "bytes_utf8": 6434, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:28:06.922892Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:09.354602Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6214fadcb79974b9d2abdfedeb9a3e09f66759f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-52f7-7203-8d1d-3c75e427cef6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=finance, target_col=class, target_value='priority', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":184}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7adc81e1ffefb9f7332ebcaa093ae13828338b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=finance, target_col=class, target_value='priority', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f401de0f7c51bd9df7fa3ff42394188681a4974 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:32.254172Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:35.075420Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:43.858130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d48ef37b6c9a874c16afb415282bcca56e944dee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class. +Result preview: [{"finance": "convenient", "support": 6480, "focus_rate": 0.34629629629629627}, {"finance": "inconv", "support": 6480, "focus_rate": 0.31203703703703706}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c83303bd988e978ab3c9a0369ab2771778b2d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_724a3e89f9da569a +-- problem_id: v2p_c7_6bb0d29198bab552 +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4237536de0b2fbc1e595d46ae5105e356271c21f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"finance\", \"support\", \"focus_rate\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480, \"focus_rate\": 0.34629629629629627}, {\"finance\": \"inconv\", \"support\": 6480, \"focus_rate\": 0.31203703703703706}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b4090ba6a507de24f03feb2841d02175d2fe51e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:42:31.939013+00:00", + "ended_at": "2026-05-04T07:42:44.668028+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_724a3e89f9da569a", + "problem_id": "v2p_c7_6bb0d29198bab552", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class.", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_724a3e89f9da569a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_724a3e89f9da569a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 22099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12685.23, + "sql_execution_elapsed_ms_total": 11.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_724a3e89f9da569a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bab764d62626ec3b288e4cf9af6f6d4ccc9dddb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:44.646230+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12685.23, "started_at": "2026-05-04T07:42:31.940979+00:00", "ended_at": "2026-05-04T07:42:44.620983+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 184}, "stderr_preview": "2026-05-04T07:42:32.254172Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:35.075420Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=finance, target_col=class, target_value='priority', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4a3d4b508852a86045939d70b157723ab89ff20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_724a3e89f9da569a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 22099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12685.23, + "sql_execution_elapsed_ms_total": 11.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_724a3e89f9da569a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aed8e8394ee60cd0f7f7537ab3f1e7e7aebcbde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1826}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 198}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..733a9b686390511451a023a60992db2668c5fef7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_73f783358e0cd083", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 198, + "total_tokens": 22113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12649.75, + "sql_execution_elapsed_ms_total": 14.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_73f783358e0cd083\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad310b32b77c9929de1130d1c5c3d1dd1c0c16e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:41:53.069431+00:00", + "ended_at": "2026-05-04T07:42:05.717887+00:00", + "elapsed_ms": 12649.75, + "prompt_metrics": { + "chars": 6591, + "bytes_utf8": 6591, + "lines": 205, + "estimated_tokens": 1826 + }, + "stdout_metrics": { + "chars": 796, + "bytes_utf8": 796, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 467, + "bytes_utf8": 467, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 198 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8869ec29a7ec61e4468b1854ca29cae2913430f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9842422d3bae55a0abf0533c59fe9a7ac13c96a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-baad-7450-b57a-1f9bd7a0f3ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":198}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17c5712968b5a7cbdcf298cabd3514245d16a15a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='recommend', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abce5d63ffdd2318bb2ae9abc425e06af4c6719c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:53.259410Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:55.575593Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:04.794606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b90de33951c6cf94fd0e10831445ceab499e5a50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.0006172839506172839}, {"children": "2", "support": 3240, "focus_rate": 0.0}, {"children": "3", "support": 3240, "focus_rate": 0.0}, {"children": "more", "support": 3240, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c699e5899dc777e1b61cb1a17c8e6d8650eaf03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_73f783358e0cd083 +-- problem_id: v2p_c7_8f95f6d2d89cead3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a1f9696178858cfc622cd49bade96bc88c62698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.0006172839506172839}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f2847edcff739b80dc22c8ed979bab15f21eb72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:41:53.065717+00:00", + "ended_at": "2026-05-04T07:42:05.768072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_73f783358e0cd083", + "problem_id": "v2p_c7_8f95f6d2d89cead3", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_73f783358e0cd083.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_73f783358e0cd083", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 198, + "total_tokens": 22113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12649.75, + "sql_execution_elapsed_ms_total": 14.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_73f783358e0cd083\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..299dc849817703050606713d91b833967ceb7b9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:05.744489+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12649.75, "started_at": "2026-05-04T07:41:53.069431+00:00", "ended_at": "2026-05-04T07:42:05.717887+00:00", "prompt_metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 198}, "stderr_preview": "2026-05-04T07:41:53.259410Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:55.575593Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8a394d6d3da34b615a02a8507033a775c60c594 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_73f783358e0cd083/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_73f783358e0cd083", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 198, + "total_tokens": 22113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12649.75, + "sql_execution_elapsed_ms_total": 14.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_73f783358e0cd083\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8cc127cd42f17bd0977d66ce0f13057d017162e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "not_recom", "support": 4320, "support_share": 0.3333333333333333, "cumulative_support": 4320}, {"value_label": "priority", "support": 4266, "support_share": 0.32916666666666666, "cumulative_support": 8586}, {"value_label": "spec_prior", "support": 4044, "support_share": 0.31203703703703706, "cumulative_support": 12630}, {"value_label": "very_recom", "support": 328, "support_share": 0.025308641975308643, "cumulative_support": 12958}, {"value_label": "recommend", "support": 2, "support_share": 0.00015432098765432098, "cumulative_support": 12960}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfc4695370e405452f596e08b7b0f9afeabf1b65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_75c675244e61d9d3 +-- problem_id: v2p_c7_8b41aa0ff11ba989 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ffc46d8f16cc479a211446fc31102f7b79da966 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c7_75c675244e61d9d3\n-- problem_id: v2p_c7_8b41aa0ff11ba989\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"class\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"class\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c7_75c675244e61d9d3\\n-- problem_id: v2p_c7_8b41aa0ff11ba989\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"class\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"not_recom\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"cumulative_support\": 4320}, {\"value_label\": \"priority\", \"support\": 4266, \"support_share\": 0.32916666666666666, \"cumulative_support\": 8586}, {\"value_label\": \"spec_prior\", \"support\": 4044, \"support_share\": 0.31203703703703706, \"cumulative_support\": 12630}, {\"value_label\": \"very_recom\", \"support\": 328, \"support_share\": 0.025308641975308643, \"cumulative_support\": 12958}, {\"value_label\": \"recommend\", \"support\": 2, \"support_share\": 0.00015432098765432098, \"cumulative_support\": 12960}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a245129f714deb360a586ec046d40676f796803d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:57:52.954077+00:00", + "ended_at": "2026-05-04T07:57:52.964506+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_75c675244e61d9d3", + "problem_id": "v2p_c7_8b41aa0ff11ba989", + "dataset_id": "c7", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_75c675244e61d9d3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_75c675244e61d9d3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19c8e843d9923c7bc45bf41be753d374a799e0f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1793}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21882, "cached_input_tokens": 20864, "output_tokens": 126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a2aca595a1c4b808ea93dcb15d0b2265b1d61bec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_767981fbdd27a347", + "api_calls": 0, + "input_tokens": 21882, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 22008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1793, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12127.78, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_767981fbdd27a347\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..964445e0b88eacadb6d4c47daa7422781638c3d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:55:15.161346+00:00", + "ended_at": "2026-05-04T07:55:27.287920+00:00", + "elapsed_ms": 12127.78, + "prompt_metrics": { + "chars": 6580, + "bytes_utf8": 6580, + "lines": 208, + "estimated_tokens": 1793 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 21882, + "cached_input_tokens": 20864, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad54f5ebd58b65938d3b08109c68d805594b138a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "social", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa8584fc3f32432ea71013e3209b817f9d05d809 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-f7cb-7093-a3fd-4d2a8966f4fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"social\\\", entity_col=\\\"social\\\", predicate_col=\\\"has_nurs\\\", predicate_op=\\\"=\\\", predicate_value='improper', top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21882,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e10857fc54dba8f1a86028047e7ef1b19a398c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Used the required template with bound roles: group_col=\"social\", entity_col=\"social\", predicate_col=\"has_nurs\", predicate_op=\"=\", predicate_value='improper', top_k=17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8481807cf0dc40f8a3eeb37bfb0e6dc676a81ebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:15.333047Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:17.678232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:26.436322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2863b10f575c117c4d269a372f4ad9edb4b021be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..209ee155388bf4f374a0818ee593cd442788f53d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_767981fbdd27a347 +-- problem_id: v2p_c7_2fc29fca612c692b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d3831b56098cdc86433377f323545e25f18c7f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6e2ed1996054dce06340235d7e7aa02734d4b88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:55:15.157878+00:00", + "ended_at": "2026-05-04T07:55:27.326867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_767981fbdd27a347", + "problem_id": "v2p_c7_2fc29fca612c692b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "social", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_767981fbdd27a347.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_767981fbdd27a347", + "api_calls": 0, + "input_tokens": 21882, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 22008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1793, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12127.78, + "sql_execution_elapsed_ms_total": 5.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_767981fbdd27a347\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcc3251cdeec5b1fdfef9fa124ccab09932e10a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:27.311577+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12127.78, "started_at": "2026-05-04T07:55:15.161346+00:00", "ended_at": "2026-05-04T07:55:27.287920+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1793}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21882, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:55:15.333047Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:17.678232Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9904fa045d931d8dae8aa24cf8efccb164c7958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-9999-7663-8784-7171bcb459d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"parents\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='spec_prior' using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25946a35b8d2493b6f66fbfba01672f204dbedec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"parents\", group_col_2=\"social\", target_col=\"class\", and target_value='spec_prior' using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..153bfc88c404ff850373ae5e8982c2b58da49862 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:33.742751Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:36.225644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:43.180290Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..236d5f10b12e4abef6491dbce5a3c5d309ab45b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=social, target_col=class. +Result preview: [{"parents": "great_pret", "social": "problematic", "target_rate": 0.5708333333333333}, {"parents": "great_pret", "social": "nonprob", "target_rate": 0.4166666666666667}, {"parents": "great_pret", "social": "slightly_prob", "target_rate": 0.4166666666666667}, {"parents": "pretentious", "social": "problematic", "target_rate": 0.35138888888888886}, {"parents": "pretentious", "social": "nonprob", "target_rate": 0.26319444444444445}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c58a78ea2a6dc6ac998f6bdc0dceaf24acc0c988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_772b10312354e895 +-- problem_id: v2p_c7_a77fb779ebc50f14 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9682e082aa41cfbbf28a28cbc0df017f071e6f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"social\", \"target_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"problematic\", \"target_rate\": 0.5708333333333333}, {\"parents\": \"great_pret\", \"social\": \"nonprob\", \"target_rate\": 0.4166666666666667}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"target_rate\": 0.4166666666666667}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"target_rate\": 0.35138888888888886}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"target_rate\": 0.26319444444444445}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"target_rate\": 0.26319444444444445}, {\"parents\": \"usual\", \"social\": \"problematic\", \"target_rate\": 0.21944444444444444}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"target_rate\": 0.15347222222222223}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"target_rate\": 0.15347222222222223}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2867b251658d3ee35204498895da0dd756c74455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:39:33.508406+00:00", + "ended_at": "2026-05-04T07:39:44.093064+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_772b10312354e895", + "problem_id": "v2p_c7_a77fb779ebc50f14", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=social, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_772b10312354e895.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_772b10312354e895", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 22035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10539.18, + "sql_execution_elapsed_ms_total": 14.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_772b10312354e895\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f55aaa143a7cf97ce80f33284f8b019cb4ece2a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_772b10312354e895/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:44.071111+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10539.18, "started_at": "2026-05-04T07:39:33.512405+00:00", "ended_at": "2026-05-04T07:39:44.050113+00:00", "prompt_metrics": {"chars": 6542, "bytes_utf8": 6542, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:39:33.742751Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:36.225644Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40c0b58acaed78b9b54e8a713c8a8cdae3a28242 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-1b39-7b40-8985-ec3af8eb447f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the required Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":20864,"output_tokens":191}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f74497abed9a019fec522f1b4e9179c99c27e37c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the required Tail Target-Rate Extremes template with group_col=\"housing\", target_col=\"class\", target_value='not_recom', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24b2df0ab59d3f43dfa3f8d4b88102f36dd1391a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:17.997519Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:20.356050Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:30.955957Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e262f14845e434abec88fe5b68f4795e1cb2979 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=class. +Result preview: [{"housing": "convenient", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "critical", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "less_conv", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dfecff31eebf3d5619384a96512baecc36d0d65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_77a38b6e8432d97a +-- problem_id: v2p_c7_42f43597457960c7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b81b032be0ea35e37dde878562f98c2dd6e399a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"housing\", \"support\", \"focus_rate\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"critical\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"less_conv\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97a2e87e52cf5bed22bd9a0509d47b6b861974ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:42:17.618927+00:00", + "ended_at": "2026-05-04T07:42:31.937030+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_77a38b6e8432d97a", + "problem_id": "v2p_c7_42f43597457960c7", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=class.", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_77a38b6e8432d97a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_77a38b6e8432d97a", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14259.36, + "sql_execution_elapsed_ms_total": 14.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_77a38b6e8432d97a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f00bca49d9d886d3ec778fe8f29434e5d05c3510 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:31.911468+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14259.36, "started_at": "2026-05-04T07:42:17.618927+00:00", "ended_at": "2026-05-04T07:42:31.886957+00:00", "prompt_metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 20864, "output_tokens": 191}, "stderr_preview": "2026-05-04T07:42:17.997519Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:20.356050Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the required Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9aefe81cdba20e9d2c13885357c3b9471812726e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_77a38b6e8432d97a", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14259.36, + "sql_execution_elapsed_ms_total": 14.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_77a38b6e8432d97a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aead484ff827586b6203fc06dc04bf7f9a17d663 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6506, "bytes_utf8": 6506, "lines": 207, "estimated_tokens": 1770}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21861, "cached_input_tokens": 21376, "output_tokens": 178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e439c6d2fa17043cc54464d8fb914eba64fb3d6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7d3bf66d369d27d7", + "api_calls": 0, + "input_tokens": 21861, + "cached_input_tokens": 21376, + "output_tokens": 178, + "total_tokens": 22039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1770, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11938.09, + "sql_execution_elapsed_ms_total": 7.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_7d3bf66d369d27d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2798a091bab305924cf206c9b3b5715589a7c62c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:35:05.610034+00:00", + "ended_at": "2026-05-04T07:35:17.548090+00:00", + "elapsed_ms": 11938.09, + "prompt_metrics": { + "chars": 6506, + "bytes_utf8": 6506, + "lines": 207, + "estimated_tokens": 1770 + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 21861, + "cached_input_tokens": 21376, + "output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d67e485a93a919cb5b96585f42f058b6435f761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "completed", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c38dffe8d294d34777eac55586386e7fd3da846f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-8342-7f33-af5e-043bcf1b5e2c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"form\\\" and condition_col=\\\"form\\\" as bound. The bound condition_value 'completed' does not appear in the provided sample rows, so the resulting rate may be 0 for all groups if that value is absent in the table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21861,"cached_input_tokens":21376,"output_tokens":178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd08b0917239cb06b22d47437b09ad294f53af08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"form\" and condition_col=\"form\" as bound. The bound condition_value 'completed' does not appear in the provided sample rows, so the resulting rate may be 0 for all groups if that value is absent in the table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccce3a320a67f842af8164603c1850ef907da40b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:05.862783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:08.461642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:16.665693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1669b24fd939cd878fddcd413403dfd30c5d8785 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "completed", "condition_rate": 1.0}, {"form": "incomplete", "condition_rate": 0.0}, {"form": "foster", "condition_rate": 0.0}, {"form": "complete", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..992c77c5c52df9cbe20f12ac9f9a20b54d3feaed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_7d3bf66d369d27d7 +-- problem_id: v2p_c7_448fa2e76b08a241 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1f0ebcf4dd519f13cdf3ea71d18b11f0cecc5e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"form\", \"condition_rate\"], \"rows\": [{\"form\": \"completed\", \"condition_rate\": 1.0}, {\"form\": \"incomplete\", \"condition_rate\": 0.0}, {\"form\": \"foster\", \"condition_rate\": 0.0}, {\"form\": \"complete\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb91b662c231bface2872ce174d61b4b7a87c124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:35:05.606267+00:00", + "ended_at": "2026-05-04T07:35:17.583219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_7d3bf66d369d27d7", + "problem_id": "v2p_c7_448fa2e76b08a241", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=form, condition_col=form.", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "completed", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_7d3bf66d369d27d7.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7d3bf66d369d27d7", + "api_calls": 0, + "input_tokens": 21861, + "cached_input_tokens": 21376, + "output_tokens": 178, + "total_tokens": 22039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1770, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11938.09, + "sql_execution_elapsed_ms_total": 7.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_7d3bf66d369d27d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd9d23385003e0a6df396edc432f0e27dd0fcab0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7d3bf66d369d27d7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:17.568002+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11938.09, "started_at": "2026-05-04T07:35:05.610034+00:00", "ended_at": "2026-05-04T07:35:17.548090+00:00", "prompt_metrics": {"chars": 6506, "bytes_utf8": 6506, "lines": 207, "estimated_tokens": 1770}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21861, "cached_input_tokens": 21376, "output_tokens": 178}, "stderr_preview": "2026-05-04T07:35:05.862783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:08.461642Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "spec_prior", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3e5581399ddcab35b3220cd94277422c06a3a8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-d2b5-71d0-a84a-ec094bae6faf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'spec_prior'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Filled the provided Filtered Top-k Group Count template exactly with group_col=\\\"class\\\" and predicate \\\"class\\\" = 'spec_prior' using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21850,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49119d448616d7415a3a0e6b4d37d4a742fb99cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'spec_prior'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 12;","notes":"Filled the provided Filtered Top-k Group Count template exactly with group_col=\"class\" and predicate \"class\" = 'spec_prior' using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d82492ae3a4c68037a431512513924f69f3c8591 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:41.926066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:44.346520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:52.451518Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b3f0c0d707dfff6ee530b35534298aa176c699b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "spec_prior", "support": 4044}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..320da7b0e41eaa5bc89c1bb6b27ee181dbfa814e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_7fbe730cef70e347 +-- problem_id: v2p_c7_dc2e0c2cfc98965e +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'spec_prior' +GROUP BY "class" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..131d0190ca5b6fd255e9e44786766b2f973ef01a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'spec_prior'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'spec_prior'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"spec_prior\", \"support\": 4044}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca97c906ff5ceaa2173292d52aab3c86395af775 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:26:41.694089+00:00", + "ended_at": "2026-05-04T07:26:53.413876+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_7fbe730cef70e347", + "problem_id": "v2p_c7_dc2e0c2cfc98965e", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "spec_prior", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_7fbe730cef70e347.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7fbe730cef70e347", + "api_calls": 0, + "input_tokens": 21850, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1761, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.63, + "sql_execution_elapsed_ms_total": 4.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_7fbe730cef70e347\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..404452f43da2cbf170b3a306c3a115d9051e566f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_7fbe730cef70e347/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:53.400660+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11685.63, "started_at": "2026-05-04T07:26:41.696960+00:00", "ended_at": "2026-05-04T07:26:53.381038+00:00", "prompt_metrics": {"chars": 6436, "bytes_utf8": 6436, "lines": 206, "estimated_tokens": 1761}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21850, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:26:41.926066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:44.346520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..691ce3697bb9426112972d920e8a8102b6a77d85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-0881-7023-ab47-87b6a8971769"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the planned template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":19840,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6965aae4c67fac4eac2ae69fde6ca7819b71a6b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the planned template with group_col=\"children\", target_col=\"class\", target_value='very_recom', min_support=4, and top_k=18. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e724a38e93ed13393e7dde25d38daa9e7ca2fbfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:35.349152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:38.023396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:53.268160Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d1420e70273d6a0cad372b3e7c7dda1bf98820e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.04567901234567901}, {"children": "2", "support": 3240, "focus_rate": 0.030864197530864196}, {"children": "3", "support": 3240, "focus_rate": 0.012345679012345678}, {"children": "more", "support": 3240, "focus_rate": 0.012345679012345678}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a73787af2ec13e34d179c771a06e47490d2813fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_826cd85fdc19eeef +-- problem_id: v2p_c7_b319308db80b0900 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a05a2a8eb8cdfc1147719efc1383a9be4ef2b7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.04567901234567901}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.030864197530864196}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b356fa67d220ee8fd7286e42e4e2881ae56c3598 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:46:35.068210+00:00", + "ended_at": "2026-05-04T07:46:56.590627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_826cd85fdc19eeef", + "problem_id": "v2p_c7_b319308db80b0900", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_826cd85fdc19eeef.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_826cd85fdc19eeef", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 22067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21484.89, + "sql_execution_elapsed_ms_total": 8.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_826cd85fdc19eeef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..389eb1482a93abec3e60301e865449ca91ef25cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:56.574507+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21484.89, "started_at": "2026-05-04T07:46:35.072525+00:00", "ended_at": "2026-05-04T07:46:56.556999+00:00", "prompt_metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21917, "cached_input_tokens": 19840, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:46:35.349152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:38.023396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the planned template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7828bb4b5ba4b996eef79b444d8cbec3783dff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_826cd85fdc19eeef", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 22067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21484.89, + "sql_execution_elapsed_ms_total": 8.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_826cd85fdc19eeef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba1f223d29a0ddcad770303ace0597653874b1e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6352, "bytes_utf8": 6352, "lines": 204, "estimated_tokens": 1753}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb17f589edd1afabca172d7d35ac868ab6657d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_832c3408289a7df1", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13268.09, + "sql_execution_elapsed_ms_total": 12.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_832c3408289a7df1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc90a301e444beac826aa246ddfa138fa16ce92c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:28:40.287088+00:00", + "ended_at": "2026-05-04T07:28:53.554889+00:00", + "elapsed_ms": 13268.09, + "prompt_metrics": { + "chars": 6352, + "bytes_utf8": 6352, + "lines": 204, + "estimated_tokens": 1753 + }, + "stdout_metrics": { + "chars": 729, + "bytes_utf8": 729, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8efc4dda4deffd2c446bd5aabd35ebbb19e88012 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=finance.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be1d8a85cc215a5af97d5fda1d6b20226ac92781 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-a1ef-7152-b07a-7f863f9ccc04"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col=\\\"housing\\\" and group_col_2=\\\"finance\\\", preserving the requested top_k=11 and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b42b8a5046ec3e29551f5ec57517b43eb94190e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"finance\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col=\"housing\" and group_col_2=\"finance\", preserving the requested top_k=11 and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7fb63f5efff516203270632f5bc6fdf443b4d72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:40.502005Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:43.090491Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:52.622035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..920e5fafd593bca35bfad01e4ea00c20a6426443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=finance. +Result preview: [{"housing": "convenient", "finance": "convenient", "support": 2160}, {"housing": "convenient", "finance": "inconv", "support": 2160}, {"housing": "critical", "finance": "convenient", "support": 2160}, {"housing": "critical", "finance": "inconv", "support": 2160}, {"housing": "less_conv", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4481b8ed72085c36e266ebb43d90253b127c3c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_832c3408289a7df1 +-- problem_id: v2p_c7_5e6b032fd170d3cf +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", COUNT(*) AS support +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42bd5cff4153b4315c53f000c1c0a2ce131c6c80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"finance\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"housing\", \"finance\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"finance\": \"convenient\", \"support\": 2160}, {\"housing\": \"convenient\", \"finance\": \"inconv\", \"support\": 2160}, {\"housing\": \"critical\", \"finance\": \"convenient\", \"support\": 2160}, {\"housing\": \"critical\", \"finance\": \"inconv\", \"support\": 2160}, {\"housing\": \"less_conv\", \"finance\": \"convenient\", \"support\": 2160}, {\"housing\": \"less_conv\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec07ab7cbf1d27328d50fe9ebb3db3a4b54dabff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:28:40.283061+00:00", + "ended_at": "2026-05-04T07:28:53.593376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_832c3408289a7df1", + "problem_id": "v2p_c7_5e6b032fd170d3cf", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=finance.", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_832c3408289a7df1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_832c3408289a7df1", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13268.09, + "sql_execution_elapsed_ms_total": 12.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_832c3408289a7df1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d123d0d0489ca90835f0d55d696571a33ea2c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_832c3408289a7df1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:53.573662+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13268.09, "started_at": "2026-05-04T07:28:40.287088+00:00", "ended_at": "2026-05-04T07:28:53.554889+00:00", "prompt_metrics": {"chars": 6352, "bytes_utf8": 6352, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:28:40.502005Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:43.090491Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=health.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e13e0aa80defcb53f79b930b5488d8b1e177c2bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-0409-78c2-9884-ea73c2549097"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Filled the provided Two-Dimensional Top-k Count template with group_col=\\\"housing\\\", group_col_2=\\\"health\\\", table=\\\"c7\\\", and top_k=13 using SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a37eef46e095df439b3fa8ac08db65c9fe178d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY support DESC\nLIMIT 13;","notes":"Filled the provided Two-Dimensional Top-k Count template with group_col=\"housing\", group_col_2=\"health\", table=\"c7\", and top_k=13 using SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54eef8c016d83c92797021e2fb20c35279c5ded2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:05.598811Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:07.926697Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:15.182174Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1d53a843406df50927aceacdeb991d9ef8deb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=health. +Result preview: [{"housing": "convenient", "health": "not_recom", "support": 1440}, {"housing": "convenient", "health": "priority", "support": 1440}, {"housing": "convenient", "health": "recommended", "support": 1440}, {"housing": "critical", "health": "not_recom", "support": 1440}, {"housing": "critical", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5344a2238e9affe2d598d13947827057c766753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_85ac8d33a7b97d34 +-- problem_id: v2p_c7_ec0171889a625771 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "housing", "health" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e287a339309db5e29ff6657459db4579579e2b60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"housing\", \"health\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"health\": \"not_recom\", \"support\": 1440}, {\"housing\": \"convenient\", \"health\": \"priority\", \"support\": 1440}, {\"housing\": \"convenient\", \"health\": \"recommended\", \"support\": 1440}, {\"housing\": \"critical\", \"health\": \"not_recom\", \"support\": 1440}, {\"housing\": \"critical\", \"health\": \"priority\", \"support\": 1440}, {\"housing\": \"critical\", \"health\": \"recommended\", \"support\": 1440}, {\"housing\": \"less_conv\", \"health\": \"not_recom\", \"support\": 1440}, {\"housing\": \"less_conv\", \"health\": \"priority\", \"support\": 1440}, {\"housing\": \"less_conv\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e7ea3e9a4b94fd3ec5c9cc33dbcf808b5d599b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:29:05.348989+00:00", + "ended_at": "2026-05-04T07:29:15.983817+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_85ac8d33a7b97d34", + "problem_id": "v2p_c7_ec0171889a625771", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=health.", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_85ac8d33a7b97d34.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_85ac8d33a7b97d34", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10583.88, + "sql_execution_elapsed_ms_total": 12.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_85ac8d33a7b97d34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4faa7c14cf24430eef7b2018cb9dbed4b9873638 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_85ac8d33a7b97d34/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:15.952194+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10583.88, "started_at": "2026-05-04T07:29:05.352024+00:00", "ended_at": "2026-05-04T07:29:15.936353+00:00", "prompt_metrics": {"chars": 6350, "bytes_utf8": 6350, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:29:05.598811Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:07.926697Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ff5077758e55b621ae11b328488f55e0d320060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-f3de-7660-a022-c99c9b619595"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 17;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", and top_k=17. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41bc3cfc0f369ffd0383357377f8b3767ad102a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 17;","notes":"Used the required Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"finance\", and top_k=17. Query is SQLite-compatible, single-table, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed21d4820b5a32a4966d395d033e1b3390b90f0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:57.709052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:00.046987Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:09.775354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af102bd170f41103d9815be153363c74708c71a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c8bc6e04183f87e42cb9d9281efa221b3baaf2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8b4063abe889d658 +-- problem_id: v2p_c7_f1f1dca35cae4439 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5579495eeef4d2049c3c860be34c258da4db169a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 17;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd45209bb2a615365577c747d01d536c3ab7a7bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:51:57.539119+00:00", + "ended_at": "2026-05-04T07:52:10.540888+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8b4063abe889d658", + "problem_id": "v2p_c7_f1f1dca35cae4439", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8b4063abe889d658.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8b4063abe889d658", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 127, + "total_tokens": 22006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12959.97, + "sql_execution_elapsed_ms_total": 16.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8b4063abe889d658\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e9d68c5ed2b0f698a1b3a783d2d0cd1d1d5fa3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8b4063abe889d658/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:10.521057+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12959.97, "started_at": "2026-05-04T07:51:57.544127+00:00", "ended_at": "2026-05-04T07:52:10.504505+00:00", "prompt_metrics": {"chars": 6419, "bytes_utf8": 6419, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:51:57.709052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:00.046987Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "form", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af57135c2779ad36af8c22a70bdfff68b6face99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-f52c-79c2-870c-e83eb6b266bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"form\\\" and only the single allowed table/column set.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":21376,"output_tokens":88}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc34a96e559766a1705c9563984f3297b1dd9b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"form\" and only the single allowed table/column set."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..697d14756c54c662b508627b51da04537d9cfa0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:34.119665Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:36.617985Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:43.216040Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2da506a6bd7af2ffe44d2ccd154ae1e60719ea68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "incomplete", "row_count": 3240}, {"form": "foster", "row_count": 3240}, {"form": "completed", "row_count": 3240}, {"form": "complete", "row_count": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..711d51ad6615abf5cca00a4095169f741cce9442 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_8bb6e2e252a83871 +-- problem_id: v2p_c7_f75dbb5fbf9bea7a +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS row_count +FROM "c7" +GROUP BY "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..854ea7ef175bb9eb5c213133c5ea0d64e668aa3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"form\", \"row_count\"], \"rows\": [{\"form\": \"incomplete\", \"row_count\": 3240}, {\"form\": \"foster\", \"row_count\": 3240}, {\"form\": \"completed\", \"row_count\": 3240}, {\"form\": \"complete\", \"row_count\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ff26d04b59234bc3c5d20b4c26a1752e015cce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:23:33.918181+00:00", + "ended_at": "2026-05-04T07:23:44.070420+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8bb6e2e252a83871", + "problem_id": "v2p_c7_f75dbb5fbf9bea7a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8bb6e2e252a83871.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8bb6e2e252a83871", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 21376, + "output_tokens": 88, + "total_tokens": 21864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 72, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10117.99, + "sql_execution_elapsed_ms_total": 6.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8bb6e2e252a83871\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec42e260f7fabe09bfd64787a72324a6ca85e918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8bb6e2e252a83871/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:44.056814+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10117.99, "started_at": "2026-05-04T07:23:33.922272+00:00", "ended_at": "2026-05-04T07:23:44.040017+00:00", "prompt_metrics": {"chars": 6154, "bytes_utf8": 6154, "lines": 202, "estimated_tokens": 1685}, "response_metrics": {"chars": 292, "bytes_utf8": 292, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 21776, "cached_input_tokens": 21376, "output_tokens": 88}, "stderr_preview": "2026-05-04T07:23:34.119665Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:36.617985Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "critical", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa1e2d26af6c3c96dde635ebc66a67766c7a039b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-cf7c-77d2-91e2-3693629a4baf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned template with group_col=\\\"housing\\\" and condition_col=\\\"housing\\\". Since the grouping column and condition column are the same, the rate will be 1.0 for the 'critical' group and 0.0 for all other housing groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21866,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..921987249a711635e0caba33f037303c703f1ad1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Used the planned template with group_col=\"housing\" and condition_col=\"housing\". Since the grouping column and condition column are the same, the rate will be 1.0 for the 'critical' group and 0.0 for all other housing groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..811b6cd9762c0ba738eac76e0f0f8fcf499bb15f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:08.757428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:11.472400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:20.357836Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..61194f5cec913faa90fe3c1a7f526d320d0696e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, condition_col=housing. +Result preview: [{"housing": "critical", "condition_rate": 1.0}, {"housing": "less_conv", "condition_rate": 0.0}, {"housing": "convenient", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d19e2b71d6772e9c9b6e600304e5628ecf519cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_8c021ed5ddf8981c +-- problem_id: v2p_c7_0daef14621611b12 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3beda129ced358065fbe32a5a680e62029d16084 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"critical\", \"condition_rate\": 1.0}, {\"housing\": \"less_conv\", \"condition_rate\": 0.0}, {\"housing\": \"convenient\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3083d9dbd014180fe83c59b4ce1f0826865cd8df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:32:08.580518+00:00", + "ended_at": "2026-05-04T07:32:20.931908+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8c021ed5ddf8981c", + "problem_id": "v2p_c7_0daef14621611b12", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, condition_col=housing.", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "critical", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8c021ed5ddf8981c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8c021ed5ddf8981c", + "api_calls": 0, + "input_tokens": 21866, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 22006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1775, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12317.25, + "sql_execution_elapsed_ms_total": 7.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8c021ed5ddf8981c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..215ac5646765d4c3a93ba10f2e0225fce618994f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c021ed5ddf8981c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:20.916982+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12317.25, "started_at": "2026-05-04T07:32:08.583730+00:00", "ended_at": "2026-05-04T07:32:20.899056+00:00", "prompt_metrics": {"chars": 6514, "bytes_utf8": 6514, "lines": 207, "estimated_tokens": 1775}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21866, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:32:08.757428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:11.472400Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f07aa7e09790591cfab3c9d0e4eab1ce489b2eff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-1031-79f3-913a-1dd39480fab5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=social, predicate_col=social, predicate_op='=', predicate_value='nonprob', top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21850,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d806df4d66ec0e04935546e303b0936bb6b792e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=social, predicate_col=social, predicate_op='=', predicate_value='nonprob', top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bc90a6210d7db04dc2d993580282be3823f3dc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:52.115094Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:54.521190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:02.307831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99fc1073a68528cc169941c79dcb32357cd53b2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d387f11c20dfdbb02379e5820604867bb53828da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_8c248012d8e85513 +-- problem_id: v2p_c7_0e772890cc92daf3 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cdf02aad76e76ac06128288d4dcb281d84ce765 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..064cfadd8b7b56854fafb11c70c72f58f5fad186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:25:51.881219+00:00", + "ended_at": "2026-05-04T07:26:03.084828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8c248012d8e85513", + "problem_id": "v2p_c7_0e772890cc92daf3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8c248012d8e85513.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8c248012d8e85513", + "api_calls": 0, + "input_tokens": 21850, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1761, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11169.56, + "sql_execution_elapsed_ms_total": 4.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8c248012d8e85513\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..677881aca9d2b55c4418ab01727a6879bcd09987 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8c248012d8e85513/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:03.072955+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11169.56, "started_at": "2026-05-04T07:25:51.886443+00:00", "ended_at": "2026-05-04T07:26:03.055913+00:00", "prompt_metrics": {"chars": 6436, "bytes_utf8": 6436, "lines": 206, "estimated_tokens": 1761}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21850, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:25:52.115094Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:54.521190Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=social, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22942fb2410ff9b686e901b33b933d00d15026e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-327d-70b0-897c-29b669e665b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21916,"cached_input_tokens":20864,"output_tokens":197}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddd82ef6f3f605c81d4f34e06c36ac4feb92973c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"social\", target_col=\"class\", target_value='spec_prior', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b52cf04765de15a684519b7bfd5250b4f89f6e37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:29.499674Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:31.950495Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:42.267305Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1834e8bef7283888c3692ec5e6ed83989a316abc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=social, target_col=class. +Result preview: [{"social": "problematic", "support": 4320, "focus_rate": 0.38055555555555554}, {"social": "nonprob", "support": 4320, "focus_rate": 0.2777777777777778}, {"social": "slightly_prob", "support": 4320, "focus_rate": 0.2777777777777778}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f1749f7bf8d40567f7a33a329bfa4270e7f8550 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_8d78b452b036837d +-- problem_id: v2p_c7_1387bda0501dcee3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d9a1281ef7edf4172416fab3735d8b610bf7cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"social\", \"support\", \"focus_rate\"], \"rows\": [{\"social\": \"problematic\", \"support\": 4320, \"focus_rate\": 0.38055555555555554}, {\"social\": \"nonprob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}, {\"social\": \"slightly_prob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..caa01c79b6f92ab7c5bd698f635448c2822a0603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:43:26.529779+00:00", + "ended_at": "2026-05-04T07:43:42.931558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8d78b452b036837d", + "problem_id": "v2p_c7_1387bda0501dcee3", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=social, target_col=class.", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8d78b452b036837d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8d78b452b036837d", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 22113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13709.8, + "sql_execution_elapsed_ms_total": 9.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8d78b452b036837d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..059e6e753dc095de66d5c5fc06d625acb1daadf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:42.900024+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13709.8, "started_at": "2026-05-04T07:43:29.153044+00:00", "ended_at": "2026-05-04T07:43:42.862020+00:00", "prompt_metrics": {"chars": 6590, "bytes_utf8": 6590, "lines": 205, "estimated_tokens": 1827}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21916, "cached_input_tokens": 20864, "output_tokens": 197}, "stderr_preview": "2026-05-04T07:43:29.499674Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:31.950495Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21d14e66d5743e6d0dbff8ea137fc4f2785e2f9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8d78b452b036837d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8d78b452b036837d", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 22113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13709.8, + "sql_execution_elapsed_ms_total": 9.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8d78b452b036837d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d96ddacd4e4608464fb7a85639e875c4b7c0f7cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6435, "bytes_utf8": 6435, "lines": 206, "estimated_tokens": 1758}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21847, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25a31b49a45378698f398ea07f7970523b35342a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8e1c192f57995af7", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 21982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1845, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13108.09, + "sql_execution_elapsed_ms_total": 4.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8e1c192f57995af7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..223785c5a40e93ff3af9337e73a639f3be749561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:24:39.274912+00:00", + "ended_at": "2026-05-04T07:24:52.382766+00:00", + "elapsed_ms": 13108.09, + "prompt_metrics": { + "chars": 6435, + "bytes_utf8": 6435, + "lines": 206, + "estimated_tokens": 1758 + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "lines": 4, + "estimated_tokens": 193 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 342, + "bytes_utf8": 342, + "lines": 1, + "estimated_tokens": 87 + }, + "usage": { + "input_tokens": 21847, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1985824928cd724d25c6b823c22e34fd18102cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11f7a49cf696ce7ff200c5d0755165827b151815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-f46a-7ea2-bc53-f0fc3d823c7f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '1'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col bound to \\\"children\\\" and predicate \\\"children\\\" = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21847,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..620a2f45fe4b564b0fbb9eb6da24d9449e816d30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the provided Filtered Top-k Group Count template with group_col bound to \"children\" and predicate \"children\" = '1'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c755b86a54d02950e77d27d14e00e8971186209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:39.454685Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:42.105009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:51.572984Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3decc3972751ffa4a99d2d268fbb301b0ae4d9b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "1", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b82185296c70214792d9ed92b13d1e1448fde7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_8e1c192f57995af7 +-- problem_id: v2p_c7_0542af8c0a935cc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "children" = '1' +GROUP BY "children" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cc1f7de6505cd8c62c34bfedf6b284829b3177c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '1'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"1\", \"support\": 3240}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ccd02f161dfc42b82885035d5016f5b1b103849 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:24:39.271249+00:00", + "ended_at": "2026-05-04T07:24:52.415794+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8e1c192f57995af7", + "problem_id": "v2p_c7_0542af8c0a935cc6", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8e1c192f57995af7.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8e1c192f57995af7", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 21982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1845, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13108.09, + "sql_execution_elapsed_ms_total": 4.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8e1c192f57995af7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca5058d644cf57467eb3556fb67ff0bbdc39705e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8e1c192f57995af7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:52.402614+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13108.09, "started_at": "2026-05-04T07:24:39.274912+00:00", "ended_at": "2026-05-04T07:24:52.382766+00:00", "prompt_metrics": {"chars": 6435, "bytes_utf8": 6435, "lines": 206, "estimated_tokens": 1758}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21847, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:24:39.454685Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:42.105009Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3377ec6994a151f507048a4aa60771e5f9d85411 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-e86d-7bf3-affa-d0c704d26ea0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"health\\\",\\n SUM(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"health\\\"\\n)\\nSELECT \\\"health\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template exactly with group_col=\\\"health\\\" and condition_col=\\\"health\\\". Because the grouping and condition columns are the same, ratios will be degenerate for most groups, but this follows the planned bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22015,"cached_input_tokens":20864,"output_tokens":290}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8e3764dd8880d3e696f22348c8680241b5bc81f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"health\",\n SUM(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"health\"\n)\nSELECT \"health\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template exactly with group_col=\"health\" and condition_col=\"health\". Because the grouping and condition columns are the same, ratios will be degenerate for most groups, but this follows the planned bindings."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f95d540b395b367c18a8a894b148feef72e558c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:31.772854Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:34.087771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:44.673374Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c7ad5c51ee9654cd8f92c494b36c3e3f2a3afa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health. +Result preview: [{"health": "priority", "condition_ratio": 0.0}, {"health": "not_recom", "condition_ratio": null}, {"health": "recommended", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..070538e253cd46f361010385573849a3f2d18954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_8fa4629a792dcc1c +-- problem_id: v2p_c7_854512d2b099802f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "health", + SUM(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "health" +) +SELECT "health", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ddb25c37ad3e85dbf645f4c493e8eccbefcf9d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"health\",\n SUM(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"health\"\n)\nSELECT \"health\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"health\\\",\\n SUM(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"health\\\"\\n)\\nSELECT \\\"health\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"health\", \"condition_ratio\"], \"rows\": [{\"health\": \"priority\", \"condition_ratio\": 0.0}, {\"health\": \"not_recom\", \"condition_ratio\": null}, {\"health\": \"recommended\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f347d6c4634aeed7ff29c3af58f8aa70beddb3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:35:31.571618+00:00", + "ended_at": "2026-05-04T07:35:45.908716+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8fa4629a792dcc1c", + "problem_id": "v2p_c7_854512d2b099802f", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health.", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8fa4629a792dcc1c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8fa4629a792dcc1c", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 20864, + "output_tokens": 290, + "total_tokens": 22305, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 178, + "estimated_total_tokens": 2102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14296.28, + "sql_execution_elapsed_ms_total": 8.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8fa4629a792dcc1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62295536336d583c1ba4a8c9b36b612c54046a0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fa4629a792dcc1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:45.890806+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14296.28, "started_at": "2026-05-04T07:35:31.575882+00:00", "ended_at": "2026-05-04T07:35:45.872418+00:00", "prompt_metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 207, "estimated_tokens": 1924}, "response_metrics": {"chars": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": 178}, "usage": {"input_tokens": 22015, "cached_input_tokens": 20864, "output_tokens": 290}, "stderr_preview": "2026-05-04T07:35:31.772854Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:34.087771Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a840e1d5b015bfaa2d14bcf09004edf18e0b75b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-64fc-7733-b9a4-e1593ec18d63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 15;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with group_col bound to \\\"parents\\\" and group_col_2 bound to \\\"children\\\", returning the 15 least-supported parent/children combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44d8fc13d94a85a5fef0d834421b47c6159aadfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 15;","notes":"Uses the provided Pairwise Sparse Slice Count template with group_col bound to \"parents\" and group_col_2 bound to \"children\", returning the 15 least-supported parent/children combinations."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a424236160d1f7318b2924da5c62daec0d177bb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:21.137462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:23.489777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:32.498884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9c1c8009f8eabe180e61a83443d1fb9a49e99e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "support": 1080}, {"parents": "great_pret", "children": "2", "support": 1080}, {"parents": "great_pret", "children": "3", "support": 1080}, {"parents": "great_pret", "children": "more", "support": 1080}, {"parents": "pretentious", "children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2afe8cad4b6febe1bb4f06028786670d26043c03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8fb2c188692f99f2 +-- problem_id: v2p_c7_2ae79b672f81314b +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f9ba23ed03ae934d3d4af39e329ddcf8cbbeccf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 15;\", \"columns\": [\"parents\", \"children\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"more\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fec6fff3bf0d63cdc51beb308303016727763256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:51:20.963482+00:00", + "ended_at": "2026-05-04T07:51:33.453431+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8fb2c188692f99f2", + "problem_id": "v2p_c7_2ae79b672f81314b", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_8fb2c188692f99f2.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8fb2c188692f99f2", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 22002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1897, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12449.6, + "sql_execution_elapsed_ms_total": 11.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_8fb2c188692f99f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8ea2f0524ecfee2919076fb7a899d568bc7ae98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:33.434711+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12449.6, "started_at": "2026-05-04T07:51:20.967129+00:00", "ended_at": "2026-05-04T07:51:33.417138+00:00", "prompt_metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:51:21.137462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:23.489777Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dca1a50f4a706c7a5bb434efbfaa6411f1f6bbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-56bd-7200-b6a9-062c610e75b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"health\\\", table=\\\"c7\\\", and top_k=14. SQLite-compatible, single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":21376,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..822ca587b3986c6269cec32ab954ecb844573477 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 14;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"parents\", group_col_2=\"health\", table=\"c7\", and top_k=14. SQLite-compatible, single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb6fcdecd81bdffda848808e0377f7233a9bbdac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:23.020902Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:25.424611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:33.355123Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5104d5f6cedbaee72b813fa92fff7aa1dbb02cc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "support": 1440}, {"parents": "great_pret", "health": "priority", "support": 1440}, {"parents": "great_pret", "health": "recommended", "support": 1440}, {"parents": "pretentious", "health": "not_recom", "support": 1440}, {"parents": "pretentious", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5c4ffbf7c641c9ec973c1a7de02a99ce9ed2740 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_9023cea0e517b094 +-- problem_id: v2p_c7_19018954fb0be2f3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e60af6ad3c55b47ae4fdf411263ef7d548f2c00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 14;\", \"columns\": [\"parents\", \"health\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..50a6ffcf09cb173b9ccc7c9e05ae70bdb43c3611 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:52:22.857411+00:00", + "ended_at": "2026-05-04T07:52:34.117040+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9023cea0e517b094", + "problem_id": "v2p_c7_19018954fb0be2f3", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9023cea0e517b094.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9023cea0e517b094", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 21376, + "output_tokens": 116, + "total_tokens": 21995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11203.73, + "sql_execution_elapsed_ms_total": 16.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9023cea0e517b094\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68d91cfa5d55d85135af67c708a83cf5270e4baf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9023cea0e517b094/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:34.088863+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11203.73, "started_at": "2026-05-04T07:52:22.860142+00:00", "ended_at": "2026-05-04T07:52:34.064072+00:00", "prompt_metrics": {"chars": 6413, "bytes_utf8": 6413, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21879, "cached_input_tokens": 21376, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:52:23.020902Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:25.424611Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "social", + "entity_col": "social", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..079d401f0351d72ca6a76612fe17640cb0f9b8a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-b8d3-7c01-9968-680173333e0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"social\\\" and entity_col=\\\"social\\\" on the single table \\\"c7\\\". Since the grouping column and distinct entity column are the same, each group will have distinct_entities = 1 for non-NULL values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97b6b6ef1b4fa51192fc2837545f33f663904ebb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template with bound roles group_col=\"social\" and entity_col=\"social\" on the single table \"c7\". Since the grouping column and distinct entity column are the same, each group will have distinct_entities = 1 for non-NULL values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9f134125e12697f098643647367dd8416aa92fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:53.670599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:56.071872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:03.084137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc2243d86039b79bc97b61607113da6382f25bcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15f1d34ae04e01b380b42086bb81261fe88b0ddb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_90fd34f2da243d45 +-- problem_id: v2p_c7_f18dab49bb0f0648 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1dcbb0476e9862fde738038446fbe47e27d5c6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40e3795ac95c070e3b538277303348a026b141bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:53:53.485759+00:00", + "ended_at": "2026-05-04T07:54:03.946184+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_90fd34f2da243d45", + "problem_id": "v2p_c7_f18dab49bb0f0648", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "entity_col": "social", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_90fd34f2da243d45.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_90fd34f2da243d45", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10413.1, + "sql_execution_elapsed_ms_total": 12.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_90fd34f2da243d45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..924c0cd719f7ffbf5ccd1526c3d4d2818272bb73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_90fd34f2da243d45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:03.925236+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10413.1, "started_at": "2026-05-04T07:53:53.489773+00:00", "ended_at": "2026-05-04T07:54:03.903326+00:00", "prompt_metrics": {"chars": 6360, "bytes_utf8": 6360, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:53:53.670599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:56.071872Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17ce2adea8e88448715737b04c2ea88c01da725c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-fa2c-7011-a294-35482670f275"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col and condition_col both bound to \\\"children\\\", using positive_value='1' and negative_value='2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22011,"cached_input_tokens":20864,"output_tokens":221}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee50cd563a6802f697030f02269c89c2bfc4b690 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col and condition_col both bound to \"children\", using positive_value='1' and negative_value='2'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..737cb1cbee43f4e2913f8c61487d35f03ee18e71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:41.853287Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:44.234833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:53.286856Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45c120e188b912a4702eaeab479007074b3d62c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "2", "condition_ratio": 0.0}, {"children": "1", "condition_ratio": null}, {"children": "3", "condition_ratio": null}, {"children": "more", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff7b1330a18024e3a9b09db3fcc02a3051476a71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_9161537ed1f2c840 +-- problem_id: v2p_c7_518c7169b3dd1191 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dfdb756a90aa91539a166dcbf425bc44ab95239 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"children\", \"condition_ratio\"], \"rows\": [{\"children\": \"2\", \"condition_ratio\": 0.0}, {\"children\": \"1\", \"condition_ratio\": null}, {\"children\": \"3\", \"condition_ratio\": null}, {\"children\": \"more\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..512eb13861f519be104b5250586332216287106e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:36:41.596743+00:00", + "ended_at": "2026-05-04T07:36:53.981738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9161537ed1f2c840", + "problem_id": "v2p_c7_518c7169b3dd1191", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9161537ed1f2c840.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9161537ed1f2c840", + "api_calls": 0, + "input_tokens": 22011, + "cached_input_tokens": 20864, + "output_tokens": 221, + "total_tokens": 22232, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1920, + "estimated_output_tokens": 163, + "estimated_total_tokens": 2083, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12349.31, + "sql_execution_elapsed_ms_total": 7.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9161537ed1f2c840\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..798da5ed671d5d1c4001ec5bf135733f151775f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9161537ed1f2c840/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:53.964955+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12349.31, "started_at": "2026-05-04T07:36:41.600300+00:00", "ended_at": "2026-05-04T07:36:53.944965+00:00", "prompt_metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 207, "estimated_tokens": 1920}, "response_metrics": {"chars": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22011, "cached_input_tokens": 20864, "output_tokens": 221}, "stderr_preview": "2026-05-04T07:36:41.853287Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:44.234833Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7be496cc122013a75db57c53d607f02b2ea9f7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-1568-7fb3-8e2f-9d1f294dfe60"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 17;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k set to 17, using only the single table \\\"c7\\\" and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..942e260eb718c39c9a6b2504812e0df5b47c9af6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 17;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"children\" and top_k set to 17, using only the single table \"c7\" and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c682d47783ec581d2ef5dd49c359184a5ce9bf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:55.248635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:57.675289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:08.749821Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..613e5fc37ee21a9637ff4741db06ddd8fb91377d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "1", "support": 3240}, {"children": "2", "support": 3240}, {"children": "3", "support": 3240}, {"children": "more", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e8d2368fea53ff79a85c6a8ce8b99c4f8e04854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_9178f03267c21349 +-- problem_id: v2p_c7_28abb55359898c97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e91bee6d5501d1df4ae4fa43c792d6b48f0181cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 17;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"1\", \"support\": 3240}, {\"children\": \"2\", \"support\": 3240}, {\"children\": \"3\", \"support\": 3240}, {\"children\": \"more\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c487c8b2447cd60f2e36863f8779576b2696182 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:49:54.999676+00:00", + "ended_at": "2026-05-04T07:50:11.869353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9178f03267c21349", + "problem_id": "v2p_c7_28abb55359898c97", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9178f03267c21349.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9178f03267c21349", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 21924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16823.63, + "sql_execution_elapsed_ms_total": 6.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9178f03267c21349\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b77986c5da459a352add543c39008a910777b6e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9178f03267c21349/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:11.849491+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16823.63, "started_at": "2026-05-04T07:49:55.003253+00:00", "ended_at": "2026-05-04T07:50:11.826545+00:00", "prompt_metrics": {"chars": 6243, "bytes_utf8": 6243, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:49:55.248635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:57.675289Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd0f1a1997541068d6f89df13844671f689d8529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-9609-70d0-88b5-9d280dc891a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"has_nurs\\\", and predicate \\\"parents\\\" = 'great_pret'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21899,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f14952490645c0664d838fcb5ee8a49c0455544 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"has_nurs\", and predicate \"parents\" = 'great_pret'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..593045daeeb8cbac80a5f262a47bbf48828d0d9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:43.035108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:45.596236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:53.450913Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6700b44ef12f0deaf34aabfa1864bfddaae9548 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "row_count": 864}, {"parents": "great_pret", "has_nurs": "improper", "row_count": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "row_count": 864}, {"parents": "great_pret", "has_nurs": "proper", "row_count": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "row_count": 864}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b7a6d1800b0a317a593bbdc9ae0fa59500080c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_92031d081fdd8f75 +-- problem_id: v2p_c7_b21d149037a35c8d +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", COUNT(*) AS row_count +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents", "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d344a991721d9ef766eeb9599af615f175378df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"has_nurs\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"row_count\": 864}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2b862a6be9a35b2bb61840efb8c3b8692a966df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:29:39.237121+00:00", + "ended_at": "2026-05-04T07:29:54.328522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_92031d081fdd8f75", + "problem_id": "v2p_c7_b21d149037a35c8d", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_92031d081fdd8f75.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_92031d081fdd8f75", + "api_calls": 0, + "input_tokens": 21899, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1808, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1926, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15034.93, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_92031d081fdd8f75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68007ea3f5970ad6545c3f9eb12157750050f5b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_92031d081fdd8f75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:54.294177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15034.93, "started_at": "2026-05-04T07:29:39.241493+00:00", "ended_at": "2026-05-04T07:29:54.275930+00:00", "prompt_metrics": {"chars": 6567, "bytes_utf8": 6567, "lines": 208, "estimated_tokens": 1808}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21899, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:29:43.035108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:45.596236Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d3d55705f5adf6f3ed9bee9c820d39a850b243b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-8aa3-7481-ae7a-e95665feea26"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided template with group_col=\\\"finance\\\" and entity_col=\\\"finance\\\" exactly as bound. Since the grouped column and distinct entity column are the same, each group will have distinct_entities = 1 for non-NULL values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":21376,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ac89e07e1386f1de3f1f11e4427280370b2b27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Applied the provided template with group_col=\"finance\" and entity_col=\"finance\" exactly as bound. Since the grouped column and distinct entity column are the same, each group will have distinct_entities = 1 for non-NULL values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..630e70dcfa671eff061e746d8ec70d1f88ebb74f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:41.865855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:45.725878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:52.718154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..782f25ed95dbb70aa694a05d50d64b7c5211fbca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "distinct_entities": 1}, {"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f82e5fba12db6127545cf3322c17bc170af3910c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_94fab70f62348453 +-- problem_id: v2p_c7_c9441208cd04c9f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd49907a4d9cc29d36e6abd0baae5adb8a2a33de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"inconv\", \"distinct_entities\": 1}, {\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77f5c64044511adb9dd4d667ab7083e937825e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:53:41.657266+00:00", + "ended_at": "2026-05-04T07:53:53.479523+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_94fab70f62348453", + "problem_id": "v2p_c7_c9441208cd04c9f2", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_94fab70f62348453.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_94fab70f62348453", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 21376, + "output_tokens": 120, + "total_tokens": 21946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.25, + "sql_execution_elapsed_ms_total": 9.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_94fab70f62348453\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dfe3787c2936b779a8b522c3aed6105a20c0019 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_94fab70f62348453/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:53.460958+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11771.25, "started_at": "2026-05-04T07:53:41.659272+00:00", "ended_at": "2026-05-04T07:53:53.432594+00:00", "prompt_metrics": {"chars": 6365, "bytes_utf8": 6365, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21826, "cached_input_tokens": 21376, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:53:41.865855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:45.725878Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "has_nurs", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7630c2a9f9e601a66729f1a5094a263a5151a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-32a9-76c1-88ba-65392f87f369"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 15;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"has_nurs\\\" and SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21815,"cached_input_tokens":19840,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de6210d97f69ad319114e881657fb47e93827bde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 15;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"has_nurs\" and SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66a5a0639f87756a48f903518bc6877187474634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:57.180017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:00.497084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:08.786105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7130d01591e930b3a7e30c90f821023d736ba6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "critical", "support": 2592}, {"has_nurs": "improper", "support": 2592}, {"has_nurs": "less_proper", "support": 2592}, {"has_nurs": "proper", "support": 2592}, {"has_nurs": "very_crit", "support": 2592}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..197882e403d59d9eb179e01a6d436136a7484be9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_96539a7ee9b41bcd +-- problem_id: v2p_c7_ae702f4f92762722 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7412996e69b550673581c7225da1277bfea49758 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 15;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"support\": 2592}, {\"has_nurs\": \"improper\", \"support\": 2592}, {\"has_nurs\": \"less_proper\", \"support\": 2592}, {\"has_nurs\": \"proper\", \"support\": 2592}, {\"has_nurs\": \"very_crit\", \"support\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2eb7816a076a73d8fdc6719ac8a0d44262b5946c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:48:56.995505+00:00", + "ended_at": "2026-05-04T07:49:09.789903+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_96539a7ee9b41bcd", + "problem_id": "v2p_c7_ae702f4f92762722", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_96539a7ee9b41bcd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_96539a7ee9b41bcd", + "api_calls": 0, + "input_tokens": 21815, + "cached_input_tokens": 19840, + "output_tokens": 105, + "total_tokens": 21920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1726, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1815, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12755.78, + "sql_execution_elapsed_ms_total": 7.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_96539a7ee9b41bcd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77d465258d7fefbcc4707f27c2ab90d961baa814 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:09.774114+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12755.78, "started_at": "2026-05-04T07:48:57.001780+00:00", "ended_at": "2026-05-04T07:49:09.751754+00:00", "prompt_metrics": {"chars": 6243, "bytes_utf8": 6243, "lines": 202, "estimated_tokens": 1726}, "response_metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21815, "cached_input_tokens": 19840, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:48:57.180017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:00.497084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9114dce4231c0b814cf1539240ce9942353879f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-27ce-75b1-ba6f-3267670f0a38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate \\\"health\\\" = 'priority' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b458ede47066ea253417d155893bffb82322ee4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 17;","notes":"Uses the required Filtered Top-k Group Count template with group_col=\"children\" and predicate \"health\" = 'priority' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca556fc754b52260f7248c83cfe9743870b5fbb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:52.643323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:55.284208Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:03.529099Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea028041015e28e3893876bb493e01adb1feebbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "more", "support": 1080}, {"children": "3", "support": 1080}, {"children": "2", "support": 1080}, {"children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed16180a669b763f93261ab5b7e9ac886fdde26d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9715696e84627afd +-- problem_id: v2p_c7_e08941338599f0b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4228b0741e8baec142a38d609b9ba3e10ce23258 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"more\", \"support\": 1080}, {\"children\": \"3\", \"support\": 1080}, {\"children\": \"2\", \"support\": 1080}, {\"children\": \"1\", \"support\": 1080}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b87417d3a1d341f2d2371be325f21a43c18b194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:24:52.417907+00:00", + "ended_at": "2026-05-04T07:25:04.514570+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9715696e84627afd", + "problem_id": "v2p_c7_e08941338599f0b3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9715696e84627afd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9715696e84627afd", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 21983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12058.56, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9715696e84627afd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba19d4ad11c8b8c96ec11fcfc8f4c33c47f2bbed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715696e84627afd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:04.499298+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12058.56, "started_at": "2026-05-04T07:24:52.422329+00:00", "ended_at": "2026-05-04T07:25:04.480518+00:00", "prompt_metrics": {"chars": 6443, "bytes_utf8": 6443, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:24:52.643323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:55.284208Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=form, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e9faf153e4befbbca0e5970285b28a69a83c911 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-5926-7e23-8cad-a9184fd3d2c0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":19840,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09ce0e6c586efab22a7cda31e4f7af6df9b0fd9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"form\", target_col=\"class\", target_value='spec_prior', min_support=5, and top_k=12. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80a115b4add00d28d2c17dda4a889011533b3261 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:50.444985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:53.758925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:05.436956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8269e35c698abdea042a9ac0b900c30f5a23dff2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=form, target_col=class. +Result preview: [{"form": "foster", "support": 3240, "focus_rate": 0.3506172839506173}, {"form": "incomplete", "support": 3240, "focus_rate": 0.32469135802469135}, {"form": "completed", "support": 3240, "focus_rate": 0.29876543209876544}, {"form": "complete", "support": 3240, "focus_rate": 0.2740740740740741}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b41b51c663d43958eaa4e30bb82d04682415bc0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9715fd32311e6461 +-- problem_id: v2p_c7_aa5aed4d0e605e3b +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94ae2e9b2b63e1a355d4e017235f7ee610a3acda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"form\", \"support\", \"focus_rate\"], \"rows\": [{\"form\": \"foster\", \"support\": 3240, \"focus_rate\": 0.3506172839506173}, {\"form\": \"incomplete\", \"support\": 3240, \"focus_rate\": 0.32469135802469135}, {\"form\": \"completed\", \"support\": 3240, \"focus_rate\": 0.29876543209876544}, {\"form\": \"complete\", \"support\": 3240, \"focus_rate\": 0.2740740740740741}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c93e54c0dbd18d5f43f42d9fa63dd921b608720d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:45:50.250712+00:00", + "ended_at": "2026-05-04T07:46:06.542066+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9715fd32311e6461", + "problem_id": "v2p_c7_aa5aed4d0e605e3b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=form, target_col=class.", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9715fd32311e6461.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9715fd32311e6461", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 22071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16246.54, + "sql_execution_elapsed_ms_total": 11.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9715fd32311e6461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6224cfa6126fe60544a5d03204a12e8d390c028 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:06.518973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16246.54, "started_at": "2026-05-04T07:45:50.254175+00:00", "ended_at": "2026-05-04T07:46:06.499981+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 21915, "cached_input_tokens": 19840, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:45:50.444985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:53.758925Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0edaebb00fcad186699995d2d13f75417e985fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9715fd32311e6461/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9715fd32311e6461", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 22071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16246.54, + "sql_execution_elapsed_ms_total": 11.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9715fd32311e6461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e90a4dcccd344c8b3696680975769da9c4047cd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 207, "estimated_tokens": 1812}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b205e80df65aecd8a714ac9fecaa7b5679a84a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_982caca5bb123f48", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 22036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14828.27, + "sql_execution_elapsed_ms_total": 13.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_982caca5bb123f48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d070a44ff37f1610588d880dadb6a1f55ca6b280 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:39:07.200690+00:00", + "ended_at": "2026-05-04T07:39:22.028469+00:00", + "elapsed_ms": 14828.27, + "prompt_metrics": { + "chars": 6557, + "bytes_utf8": 6557, + "lines": 207, + "estimated_tokens": 1812 + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c0a6dcc77ab5ec7834f9d50b6debc0273d0ca68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=finance, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86393f3712e0dc1c17b22cc58437f37eac92db81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-32b4-7522-9df4-b8884aae7060"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddc92a16fa0384404de1400c50e81809c045c7b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"parents\", group_col_2=\"finance\", target_col=\"class\", target_value='priority'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04039596830580a8663c0e7668d426eb4dd998a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:07.397656Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:10.033625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:21.230396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c85b21af9536990fea5f2fbdc1cbd027f793d91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=finance, target_col=class. +Result preview: [{"parents": "usual", "finance": "convenient", "target_rate": 0.4462962962962963}, {"parents": "usual", "finance": "inconv", "target_rate": 0.4444444444444444}, {"parents": "pretentious", "finance": "convenient", "target_rate": 0.35555555555555557}, {"parents": "pretentious", "finance": "inconv", "target_rate": 0.3314814814814815}, {"parents": "great_pret", "finance": "convenient", "target_rate": 0.23703703703703705}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8009de1f12bfe9b5d06051bce7fa0e400fd40161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_982caca5bb123f48 +-- problem_id: v2p_c7_7b24413a9602f263 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2772664101b83e170798f409ece1f33c7e205b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"finance\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"finance\": \"convenient\", \"target_rate\": 0.4462962962962963}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"target_rate\": 0.4444444444444444}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"target_rate\": 0.35555555555555557}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"target_rate\": 0.3314814814814815}, {\"parents\": \"great_pret\", \"finance\": \"convenient\", \"target_rate\": 0.23703703703703705}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"target_rate\": 0.16018518518518518}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a7976e7f67237ed20da7755fdf7a71131adf0d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:39:07.196682+00:00", + "ended_at": "2026-05-04T07:39:22.070774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_982caca5bb123f48", + "problem_id": "v2p_c7_7b24413a9602f263", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=finance, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_982caca5bb123f48.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_982caca5bb123f48", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 22036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14828.27, + "sql_execution_elapsed_ms_total": 13.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_982caca5bb123f48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa068debaf2c708aba84ab8f56f22037d9403475 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_982caca5bb123f48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:22.047807+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14828.27, "started_at": "2026-05-04T07:39:07.200690+00:00", "ended_at": "2026-05-04T07:39:22.028469+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:39:07.397656Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:10.033625Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c00c7ec301ef9554144bad245aa825aaadabe35b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-a837-7420-9def-6d3342fbdfd6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"health\\\" and predicate \\\"form\\\" = 'complete' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83d7fafd7a57aa77557eefe3a28c6d0702ab3bcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"health\" and predicate \"form\" = 'complete' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..246b3b0fb84c82b4ece445328e2af1bf412c7934 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:31.027138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:33.444219Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:41.175331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b9898e945dadb275899039ea941a2353aff4341 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=health. +Result preview: [{"health": "recommended", "support": 1080}, {"health": "priority", "support": 1080}, {"health": "not_recom", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b304810b9f29e440bbc12567cba8d02d5d654b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9a81881d0ca613b5 +-- problem_id: v2p_c7_72a02064b857554f +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "health" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aab7e78486ab5408f477e6615f914e93f57088da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"recommended\", \"support\": 1080}, {\"health\": \"priority\", \"support\": 1080}, {\"health\": \"not_recom\", \"support\": 1080}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f37c14e0420753cc554d421ffedf3e05a954a6fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:26:30.818489+00:00", + "ended_at": "2026-05-04T07:26:41.691523+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9a81881d0ca613b5", + "problem_id": "v2p_c7_72a02064b857554f", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9a81881d0ca613b5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9a81881d0ca613b5", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10836.8, + "sql_execution_elapsed_ms_total": 4.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9a81881d0ca613b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..153406b74f867132a6eeff15ab3582f1db4bf066 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9a81881d0ca613b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:41.677696+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10836.8, "started_at": "2026-05-04T07:26:30.825242+00:00", "ended_at": "2026-05-04T07:26:41.661502+00:00", "prompt_metrics": {"chars": 6437, "bytes_utf8": 6437, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:26:31.027138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:33.444219Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f3249751ff6dfe763ab48d4fbe12e7687a6aaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-72d5-7503-a8e4-423ab92d4b60"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and bound roles exactly as specified. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21880,"cached_input_tokens":19840,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bcf98e992e3bcf398d7f6875d5ec6275110339a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template and bound roles exactly as specified. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05a93bb04e87cfdde2ce04a7d3452631a6151a3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:52.368954Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:54.726375Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:04.221354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3321180620e10aa5f7bc9c1b11d2f34bda3fe35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "3", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f15167d7da5bf835e9cd343514d1d4faf78afb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_9b49c63e65d3bd42 +-- problem_id: v2p_c7_4093b532bf168a36 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b48a6b0219938844de17b334f65af2c498b73f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"3\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b02195487e496870f585a898a408b109c6de780e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:56:52.167963+00:00", + "ended_at": "2026-05-04T07:57:04.971076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9b49c63e65d3bd42", + "problem_id": "v2p_c7_4093b532bf168a36", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9b49c63e65d3bd42.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9b49c63e65d3bd42", + "api_calls": 0, + "input_tokens": 21880, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 22037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1791, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12770.14, + "sql_execution_elapsed_ms_total": 4.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9b49c63e65d3bd42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c222774ecba48589fe3ae7ee6c4d9e6d2de4caff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:04.943323+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12770.14, "started_at": "2026-05-04T07:56:52.173077+00:00", "ended_at": "2026-05-04T07:57:04.943323+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1791}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21880, "cached_input_tokens": 19840, "output_tokens": 157}, "stderr_preview": "2026-05-04T07:56:52.368954Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:54.726375Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fec1e25f96024dbe06cb8a6ba5947e39836c4e9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-0087-76c1-864f-be9ae97aad96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '2'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"class\\\" and predicate children = '2' in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21847,"cached_input_tokens":21376,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b254bdea8876e89a247aca65cd5a4ab1cc428df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '2'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"class\" and predicate children = '2' in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f72071a5690f2575410b257dd4b2d38b1328aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:53.625053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:55.938470Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:03.457834Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d870ee227557436ebf5ed1a9be398dd76aa9af0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "priority", "support": 1092}, {"class": "not_recom", "support": 1080}, {"class": "spec_prior", "support": 968}, {"class": "very_recom", "support": 100}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..385b423b9ee8acaaf927a67fb4703304f91d4c2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9ea2e4350d03ca80 +-- problem_id: v2p_c7_7a3d35066c4e293b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "children" = '2' +GROUP BY "class" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69dc4eb80f1bf249de2819c6b9780cf3717286b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '2'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '2'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"priority\", \"support\": 1092}, {\"class\": \"not_recom\", \"support\": 1080}, {\"class\": \"spec_prior\", \"support\": 968}, {\"class\": \"very_recom\", \"support\": 100}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce0d0dac14821fd58670198973080ba04f22987a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:26:53.416631+00:00", + "ended_at": "2026-05-04T07:27:04.438145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9ea2e4350d03ca80", + "problem_id": "v2p_c7_7a3d35066c4e293b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9ea2e4350d03ca80.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9ea2e4350d03ca80", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 21376, + "output_tokens": 134, + "total_tokens": 21981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10989.14, + "sql_execution_elapsed_ms_total": 4.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9ea2e4350d03ca80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..416a99c680ae054b645b89e47917bed05571038d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9ea2e4350d03ca80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:04.426473+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10989.14, "started_at": "2026-05-04T07:26:53.419556+00:00", "ended_at": "2026-05-04T07:27:04.408887+00:00", "prompt_metrics": {"chars": 6431, "bytes_utf8": 6431, "lines": 206, "estimated_tokens": 1758}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21847, "cached_input_tokens": 21376, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:26:53.625053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:55.938470Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f1d8d7f972f66829c8fcdd56856f4f4d6a49ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-2046-7bb1-baa0-dcc16069b0e6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":21376,"output_tokens":226}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abcb579cd04bcba139c07e3fe3199635a0d3c265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='recommend', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1809f469ca660d3970c89a2f8aeb83325e9faa19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:30.528578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:35.165333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:50.308108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fa59b577bc6d4c2a87c43b32fe70f1c686b020e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "very_recom", "support": 328, "focus_rate": 0.0}, {"class": "spec_prior", "support": 4044, "focus_rate": 0.0}, {"class": "priority", "support": 4266, "focus_rate": 0.0}, {"class": "not_recom", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6a5ff63165a792aba18bba6fea9b737e0bd73b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9eb2b768623b4c1c +-- problem_id: v2p_c7_0522b3c03cb80172 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d89319a6a914939afb94a5df638fbda2440ad8d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"very_recom\", \"support\": 328, \"focus_rate\": 0.0}, {\"class\": \"spec_prior\", \"support\": 4044, \"focus_rate\": 0.0}, {\"class\": \"priority\", \"support\": 4266, \"focus_rate\": 0.0}, {\"class\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20c11cc292b13cdf70eef490395e8fbb06c612cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:44:30.035546+00:00", + "ended_at": "2026-05-04T07:44:52.831874+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9eb2b768623b4c1c", + "problem_id": "v2p_c7_0522b3c03cb80172", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_9eb2b768623b4c1c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9eb2b768623b4c1c", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 21376, + "output_tokens": 226, + "total_tokens": 22141, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22739.4, + "sql_execution_elapsed_ms_total": 10.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9eb2b768623b4c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..321b7127d12f6d20e1dc32c5be8456440fa80d8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:52.815972+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22739.4, "started_at": "2026-05-04T07:44:30.051666+00:00", "ended_at": "2026-05-04T07:44:52.785643+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 21376, "output_tokens": 226}, "stderr_preview": "2026-05-04T07:44:30.528578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:35.165333Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c049abcf153ec2e548aac5eb684061de59c3d7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9eb2b768623b4c1c", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 21376, + "output_tokens": 226, + "total_tokens": 22141, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22739.4, + "sql_execution_elapsed_ms_total": 10.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_9eb2b768623b4c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfa7bf9f91013e82243bf3effd3733be3bb1b423 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1723}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21812, "cached_input_tokens": 19840, "output_tokens": 99}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ec9f3e1537c971354d8ae7babb4964584aa563b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a583fa65b5adf1e3", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 19840, + "output_tokens": 99, + "total_tokens": 21911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14509.82, + "sql_execution_elapsed_ms_total": 10.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_a583fa65b5adf1e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5cf13efce55852c651c6a713a5285c8161526daf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:48:24.877433+00:00", + "ended_at": "2026-05-04T07:48:39.386773+00:00", + "elapsed_ms": 14509.82, + "prompt_metrics": { + "chars": 6241, + "bytes_utf8": 6241, + "lines": 202, + "estimated_tokens": 1723 + }, + "stdout_metrics": { + "chars": 633, + "bytes_utf8": 633, + "lines": 4, + "estimated_tokens": 186 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 311, + "bytes_utf8": 311, + "lines": 1, + "estimated_tokens": 83 + }, + "usage": { + "input_tokens": 21812, + "cached_input_tokens": 19840, + "output_tokens": 99 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..254a808c501ef926ba0d2c21594b26266d9e695c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,202 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "parents", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4166edab75dc0155ab691e49d2ed2dd6582ca77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-b524-7900-b5ab-f3a159c37d98"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"parents\\\" and top_k set to 19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":19840,"output_tokens":99}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7133e3b8cee3fd0c029045975854bb997ff46b2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 19;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"parents\" and top_k set to 19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9a1f406b8284d63d2ed44170c606939ea3e1863 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:25.055455Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:29.358814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:38.316091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d22a42099bd2bdff3a1ca792924726e81a6cca1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}, {"parents": "pretentious", "support": 4320}, {"parents": "usual", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08447e0d824136c316af0e903331505db1650b0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a583fa65b5adf1e3 +-- problem_id: v2p_c7_4e3e66ae8e468aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f564b635507f15d73c5b85ce295ea0d2a7802513 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 19;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}, {\"parents\": \"pretentious\", \"support\": 4320}, {\"parents\": \"usual\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73f7c7edd9fda9774bd7a93127734bcb9894f671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:48:24.873932+00:00", + "ended_at": "2026-05-04T07:48:39.464456+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a583fa65b5adf1e3", + "problem_id": "v2p_c7_4e3e66ae8e468aa5", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_a583fa65b5adf1e3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a583fa65b5adf1e3", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 19840, + "output_tokens": 99, + "total_tokens": 21911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14509.82, + "sql_execution_elapsed_ms_total": 10.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_a583fa65b5adf1e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a718feeaea5375ebac071afcf673d40ef2a116d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:39.420107+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14509.82, "started_at": "2026-05-04T07:48:24.877433+00:00", "ended_at": "2026-05-04T07:48:39.386773+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1723}, "response_metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21812, "cached_input_tokens": 19840, "output_tokens": 99}, "stderr_preview": "2026-05-04T07:48:25.055455Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:29.358814Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "parents", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7453dd142d743244eb11beb2c6b2869f76aa67e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-84a4-7873-b602-57ab1a3fde5e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"parents\\\" and top_k set to 14. Single-table SQLite SELECT only, with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":21376,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d068e293e485401bf0bfd5b615e8eb4f6aac92d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 14;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"parents\" and top_k set to 14. Single-table SQLite SELECT only, with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb971ced42d6c93fa94ec5be3d63205eb852961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:12.724199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:16.320769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:24.134061Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70666e5b25f25ae4e880b493f2b2ceda14306ad7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}, {"parents": "pretentious", "support": 4320}, {"parents": "usual", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ca21528345928ea8cd3badae496e24df5dff0eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a5ae1eb89695f8de +-- problem_id: v2p_c7_3471a900cd7afcbe +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..927a44b34a97a96629a0f1fe64fad6ac9d76a77c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 14;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}, {\"parents\": \"pretentious\", \"support\": 4320}, {\"parents\": \"usual\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c749451beb013521e39a163d33bea8e7379bc50c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:48:12.444064+00:00", + "ended_at": "2026-05-04T07:48:24.871052+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a5ae1eb89695f8de", + "problem_id": "v2p_c7_3471a900cd7afcbe", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_a5ae1eb89695f8de.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a5ae1eb89695f8de", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 21376, + "output_tokens": 109, + "total_tokens": 21919, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1814, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12390.18, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_a5ae1eb89695f8de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04cc3fa77fcee18d2b57f692f74782fe607e1456 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:24.854308+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12390.18, "started_at": "2026-05-04T07:48:12.450212+00:00", "ended_at": "2026-05-04T07:48:24.839935+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1721}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21810, "cached_input_tokens": 21376, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:48:12.724199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:16.320769Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f337e78a4b451fd16c9a088c054cbd457a8600 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-ac6b-7040-ace4-e7d6b9e5d79f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=has_nurs, and top_k=13 on single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21883,"cached_input_tokens":19840,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4d5ebad9afa6c8aa5e20a4b04ec9c0839d67a8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=has_nurs, and top_k=13 on single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ea293955f03c3b13f217ffbe501fa52dda36a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:33.902856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:36.433304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:43.783632Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fd28638d768d5ff1ee65b66cbdb93d3b259163b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e497542ed5007dcbdb52bc2322d046b5d544fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_a6f7a562d4052730 +-- problem_id: v2p_c7_1a753a9071c30014 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3335eb6b1f530219eeab9f5df220780bf583cf45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 13;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"support\": 864}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d51563033c0065ce9c5b57fefd9d4ea5a84b331 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:50:33.704961+00:00", + "ended_at": "2026-05-04T07:50:44.650106+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a6f7a562d4052730", + "problem_id": "v2p_c7_1a753a9071c30014", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_a6f7a562d4052730.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a6f7a562d4052730", + "api_calls": 0, + "input_tokens": 21883, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1794, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10903.43, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_a6f7a562d4052730\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03a69dfdd76f3faece2ce262e4a7b7304d759e60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a6f7a562d4052730/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:44.631211+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10903.43, "started_at": "2026-05-04T07:50:33.711201+00:00", "ended_at": "2026-05-04T07:50:44.614954+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1794}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21883, "cached_input_tokens": 19840, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:50:33.902856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:36.433304Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1eda7ef2eff7fe4d5a57b3d5d049b86cc901e72c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-2b7d-7c92-aafa-57123c92cf62"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the required template with group_col=\\\"parents\\\" and predicate_col=\\\"parents\\\", using the bound filter value 'great_pret' and SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b020bb80d9733248f409bd3948976bba3f6d1e92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the required template with group_col=\"parents\" and predicate_col=\"parents\", using the bound filter value 'great_pret' and SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed43e483e492b1c54ba149f8944d3a5e153bbea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T07:27:04.656206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:07.091948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6eea8630e5b680de92ac41bc0c752c2764507ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9428075b86e2f49837c4db14cbd4c40858564f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_a8ac7a995b9e1cd9 +-- problem_id: v2p_c7_8b363d0f8a6fb903 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa54816bf4a50e00840bc668eb826981710c922a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a6c3d839b0ac389a1cc4244db610fcf06d9ee10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:27:04.440842+00:00", + "ended_at": "2026-05-04T07:27:16.408281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a8ac7a995b9e1cd9", + "problem_id": "v2p_c7_8b363d0f8a6fb903", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_a8ac7a995b9e1cd9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a8ac7a995b9e1cd9", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11939.97, + "sql_execution_elapsed_ms_total": 3.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_a8ac7a995b9e1cd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21630fd741a3307ac568a8b2dab196dfebd117b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_a8ac7a995b9e1cd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:16.396584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11939.97, "started_at": "2026-05-04T07:27:04.443946+00:00", "ended_at": "2026-05-04T07:27:16.380783+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:27:04.656206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:07.091948Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ea06668cfceacb28d4798eb2cdb49ca857489a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-208e-7191-9f45-6284b387cff6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with both group_col and condition_col bound to \\\"class\\\", using 'not_recom' as the numerator condition and 'priority' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22015,"cached_input_tokens":20864,"output_tokens":250}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf53460ada71e25ea685a082e699b10a057765c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with both group_col and condition_col bound to \"class\", using 'not_recom' as the numerator condition and 'priority' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d7751ae2173cd580f75f40aa991fdaa5d034df9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:46.158844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:48.751294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:59.118764Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7369d44dc340256840b65858f7cb93e34aebb018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "priority", "condition_ratio": 0.0}, {"class": "not_recom", "condition_ratio": null}, {"class": "recommend", "condition_ratio": null}, {"class": "spec_prior", "condition_ratio": null}, {"class": "very_recom", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7812351f6933ec940397e356a936e9b4d45f446c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_afcc2a9256370133 +-- problem_id: v2p_c7_8acb21df931ff4d4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6b7bee20356e24f9c9d71c19bf1cc650a0aed7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"priority\", \"condition_ratio\": 0.0}, {\"class\": \"not_recom\", \"condition_ratio\": null}, {\"class\": \"recommend\", \"condition_ratio\": null}, {\"class\": \"spec_prior\", \"condition_ratio\": null}, {\"class\": \"very_recom\", \"condition_ratio\": null}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..def00ac1bf75e5aa3f84827d38ad4f0650a0d6df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:35:45.911214+00:00", + "ended_at": "2026-05-04T07:35:59.913612+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_afcc2a9256370133", + "problem_id": "v2p_c7_8acb21df931ff4d4", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_afcc2a9256370133.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_afcc2a9256370133", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 20864, + "output_tokens": 250, + "total_tokens": 22265, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 171, + "estimated_total_tokens": 2095, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13961.66, + "sql_execution_elapsed_ms_total": 8.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_afcc2a9256370133\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e335463edc579bbed987cf4508f9804f894cf77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_afcc2a9256370133/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:59.894897+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13961.66, "started_at": "2026-05-04T07:35:45.914069+00:00", "ended_at": "2026-05-04T07:35:59.876088+00:00", "prompt_metrics": {"chars": 7069, "bytes_utf8": 7069, "lines": 207, "estimated_tokens": 1924}, "response_metrics": {"chars": 679, "bytes_utf8": 679, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 22015, "cached_input_tokens": 20864, "output_tokens": 250}, "stderr_preview": "2026-05-04T07:35:46.158844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:48.751294Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=has_nurs, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ca29a9024d4def96ac68472f63127151883fc7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-cb12-78f2-9235-3e608ef7d135"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"parents\\\", group_col_2=\\\"has_nurs\\\", target_col=\\\"class\\\", and target_value='spec_prior'. Query is SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21907,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4006c6a0a19bbe84f9e57965fa52b6c8a1340e19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"has_nurs\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"parents\", group_col_2=\"has_nurs\", target_col=\"class\", and target_value='spec_prior'. Query is SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac0ee083051c2adf719d669cacdbd46e6fb3ea9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:35.345755Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:38.079045Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:48.457313Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c6785a9205f6b8490f8968f68a82b331c33716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=has_nurs, target_col=class. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "target_rate": 0.5856481481481481}, {"parents": "great_pret", "has_nurs": "improper", "target_rate": 0.5856481481481481}, {"parents": "great_pret", "has_nurs": "very_crit", "target_rate": 0.5856481481481481}, {"parents": "pretentious", "has_nurs": "critical", "target_rate": 0.5856481481481481}, {"parents": "pretentious", "has_nurs": "very_crit", "target_rate": 0.5856481481481481}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58aa524dc87be8bf6db804dc3fae24896343ec2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_b08ce037c08a814f +-- problem_id: v2p_c7_a269bbfb1b007071 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..285f49c74e3b13e73c951729e3a7158ad3edbc5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"has_nurs\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"has_nurs\", \"target_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"usual\", \"has_nurs\": \"very_crit\", \"target_rate\": 0.5856481481481481}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"target_rate\": 0.2916666666666667}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"has_nurs\": \"proper\", \"target_rate\": 0.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2725fcbd84c4710c639d96bbedd4f5b3b76ae5ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:37:35.129802+00:00", + "ended_at": "2026-05-04T07:37:49.090707+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b08ce037c08a814f", + "problem_id": "v2p_c7_a269bbfb1b007071", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=has_nurs, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_b08ce037c08a814f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b08ce037c08a814f", + "api_calls": 0, + "input_tokens": 21907, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 22049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13919.11, + "sql_execution_elapsed_ms_total": 12.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_b08ce037c08a814f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ee69e7319b29e4a989dcbfcdeb388b77a2a5951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b08ce037c08a814f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:49.068324+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13919.11, "started_at": "2026-05-04T07:37:35.133359+00:00", "ended_at": "2026-05-04T07:37:49.050276+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 207, "estimated_tokens": 1816}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21907, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:37:35.345755Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:38.079045Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0959594c4b95433a9d09713bdecf9031ff74c21b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-5920-7bc0-a2d0-896ef76ef772"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"class\\\" and condition_value bound to 'priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21866,"cached_input_tokens":21376,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..055c7eaa0144404e8a6d8e99d0c0ebbb3779a536 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with both group_col and condition_col bound to \"class\" and condition_value bound to 'priority'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..760348c7763078cf0892fe3426c52c44bcf618db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:49.565422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:52.124863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:01.325053Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba31c55fe2b1fe3ef07e0493a73b1176fb83219a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "priority", "condition_rate": 1.0}, {"class": "very_recom", "condition_rate": 0.0}, {"class": "spec_prior", "condition_rate": 0.0}, {"class": "recommend", "condition_rate": 0.0}, {"class": "not_recom", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..508d3e0bf953f3ecee9800ce4e7b3a7360b7266f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_b2b435735231ba68 +-- problem_id: v2p_c7_9611ef0005366623 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3da131395b22e3d8bd1e2603239dda0c2f4ece00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"priority\", \"condition_rate\": 1.0}, {\"class\": \"very_recom\", \"condition_rate\": 0.0}, {\"class\": \"spec_prior\", \"condition_rate\": 0.0}, {\"class\": \"recommend\", \"condition_rate\": 0.0}, {\"class\": \"not_recom\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5ade04c736a8ba676df30302205e0046cac9c43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:33:49.324099+00:00", + "ended_at": "2026-05-04T07:34:02.094480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b2b435735231ba68", + "problem_id": "v2p_c7_9611ef0005366623", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_b2b435735231ba68.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b2b435735231ba68", + "api_calls": 0, + "input_tokens": 21866, + "cached_input_tokens": 21376, + "output_tokens": 164, + "total_tokens": 22030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1775, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1869, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12729.77, + "sql_execution_elapsed_ms_total": 8.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_b2b435735231ba68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c50dda2827d2be1f7ad2d725e19801fadd26afcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b2b435735231ba68/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:02.078375+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12729.77, "started_at": "2026-05-04T07:33:49.327669+00:00", "ended_at": "2026-05-04T07:34:02.055809+00:00", "prompt_metrics": {"chars": 6505, "bytes_utf8": 6505, "lines": 207, "estimated_tokens": 1775}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21866, "cached_input_tokens": 21376, "output_tokens": 164}, "stderr_preview": "2026-05-04T07:33:49.565422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:52.124863Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "social", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..824f00b4a97383f71b12ed1ae891c51fc12ed1ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-960e-7881-8832-dde71faea5dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"social\\\" on the single table \\\"c7\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb2cd6d004129911af70b991680d78fd1a066213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"social\" on the single table \"c7\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fa650fbce6c6fb4bc64732ae83112e8cf474cba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:15.302965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:17.564656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:24.820829Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc93f378bc5eb9e6b5cc7f56b3b4d3d0794fc9df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "row_count": 4320}, {"social": "problematic", "row_count": 4320}, {"social": "nonprob", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e9ef17e646be4d0732614840595b28d6261c7b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_b4937d8e66bd4f4f +-- problem_id: v2p_c7_f3eb2f5a238841c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS row_count +FROM "c7" +GROUP BY "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48f01f041a9d6d0fbd7c4253667e7ce9254c83a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"social\", \"row_count\"], \"rows\": [{\"social\": \"slightly_prob\", \"row_count\": 4320}, {\"social\": \"problematic\", \"row_count\": 4320}, {\"social\": \"nonprob\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff5590d5e3c9072aea855ff716d0b4d9c4d2cf21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:24:15.086336+00:00", + "ended_at": "2026-05-04T07:24:25.292815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b4937d8e66bd4f4f", + "problem_id": "v2p_c7_f3eb2f5a238841c9", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_b4937d8e66bd4f4f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b4937d8e66bd4f4f", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 21874, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1767, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10165.35, + "sql_execution_elapsed_ms_total": 7.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_b4937d8e66bd4f4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c694f93425385465cc01df3dcf9af2e07252fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b4937d8e66bd4f4f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:25.273800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10165.35, "started_at": "2026-05-04T07:24:15.089672+00:00", "ended_at": "2026-05-04T07:24:25.255384+00:00", "prompt_metrics": {"chars": 6158, "bytes_utf8": 6158, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:24:15.302965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:17.564656Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "parents", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c522346e8937cf2d738647900e9d26b911d1856c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-a0ef-7b81-b6b0-9a08b97dad97"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"parents\\\" and only the single allowed table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..714a173b7b781778fd7affc252fb0d8d903b3afb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"parents\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"parents\" and only the single allowed table/columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b03c8f474d9e7223d24b41b2e6bf7162af6ec8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:12.553025Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:14.881353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:21.853416Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5fa2715dba3f6f2b7f6fd69c6d6b8cb619a11ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "usual", "row_count": 4320}, {"parents": "pretentious", "row_count": 4320}, {"parents": "great_pret", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccde241fbaaa0bf4120fddba1541d70995d35678 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_b64f1ccd5ea72aa0 +-- problem_id: v2p_c7_9d0aad832fec786f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS row_count +FROM "c7" +GROUP BY "parents" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef4a45e7aecba1dd80e19a17868d0691b38f0b92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"parents\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"row_count\"], \"rows\": [{\"parents\": \"usual\", \"row_count\": 4320}, {\"parents\": \"pretentious\", \"row_count\": 4320}, {\"parents\": \"great_pret\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afffd9959c26990ddcf20644af4360065d399f33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:23:12.357904+00:00", + "ended_at": "2026-05-04T07:23:22.522825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b64f1ccd5ea72aa0", + "problem_id": "v2p_c7_9d0aad832fec786f", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_b64f1ccd5ea72aa0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b64f1ccd5ea72aa0", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 21864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10097.25, + "sql_execution_elapsed_ms_total": 13.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_b64f1ccd5ea72aa0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b4a2c3a7a492652aa6a7f7a6860258d00e2fdb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b64f1ccd5ea72aa0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:22.492398+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10097.25, "started_at": "2026-05-04T07:23:12.362758+00:00", "ended_at": "2026-05-04T07:23:22.456193+00:00", "prompt_metrics": {"chars": 6160, "bytes_utf8": 6160, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:23:12.553025Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:14.881353Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance, group_col_2=social.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de1f2236157746aef8cdb250f786ba77a4344a80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-5721-7053-8ade-8e8b5a20c1d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"finance\\\", \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Filled the provided Two-Dimensional Top-k Count template with group_col=\\\"finance\\\", group_col_2=\\\"social\\\", table=\\\"c7\\\", and top_k=10 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57c006a2f8f84cbff7328a44c20ac7ffa6589dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"finance\", \"social\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY support DESC\nLIMIT 10;","notes":"Filled the provided Two-Dimensional Top-k Count template with group_col=\"finance\", group_col_2=\"social\", table=\"c7\", and top_k=10 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64048e91372083513590b1df7524ad55ad23a2df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:26.886462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:29.340383Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:38.531514Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a0c16598012c4a806389b5331583dab03e99c2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance, group_col_2=social. +Result preview: [{"finance": "convenient", "social": "nonprob", "support": 2160}, {"finance": "convenient", "social": "problematic", "support": 2160}, {"finance": "convenient", "social": "slightly_prob", "support": 2160}, {"finance": "inconv", "social": "nonprob", "support": 2160}, {"finance": "inconv", "social": "problematic", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ecb8e7358b3c3476b4bee96e711657d0f0b592f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_b8508412cf460a75 +-- problem_id: v2p_c7_fd3d45414406d43f +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", COUNT(*) AS support +FROM "c7" +GROUP BY "finance", "social" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b68828c80306ecec5cb2ef567b37e9faf56f5c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"finance\", \"social\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"finance\\\", \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"finance\", \"social\", \"support\"], \"rows\": [{\"finance\": \"convenient\", \"social\": \"nonprob\", \"support\": 2160}, {\"finance\": \"convenient\", \"social\": \"problematic\", \"support\": 2160}, {\"finance\": \"convenient\", \"social\": \"slightly_prob\", \"support\": 2160}, {\"finance\": \"inconv\", \"social\": \"nonprob\", \"support\": 2160}, {\"finance\": \"inconv\", \"social\": \"problematic\", \"support\": 2160}, {\"finance\": \"inconv\", \"social\": \"slightly_prob\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..307ec7c5e4dd8f99276871b20cb42fca2dba6134 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:29:26.666413+00:00", + "ended_at": "2026-05-04T07:29:39.233341+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b8508412cf460a75", + "problem_id": "v2p_c7_fd3d45414406d43f", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance, group_col_2=social.", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_b8508412cf460a75.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b8508412cf460a75", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12523.56, + "sql_execution_elapsed_ms_total": 12.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_b8508412cf460a75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29804a411c0804af95d84e9d797286539f17284d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_b8508412cf460a75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:39.213002+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12523.56, "started_at": "2026-05-04T07:29:26.669380+00:00", "ended_at": "2026-05-04T07:29:39.193255+00:00", "prompt_metrics": {"chars": 6350, "bytes_utf8": 6350, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21842, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:29:26.886462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:29.340383Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8af9c510e5c52b8878d2eef00329021e8e83ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-098c-7400-9cef-592397d9eec3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided template with group_col=\\\"health\\\" and entity_col=\\\"health\\\" exactly as bound. Since the grouped column and distinct-counted column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a9dca40f7b1a91f67156c3231e447e55c984697 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Applied the provided template with group_col=\"health\" and entity_col=\"health\" exactly as bound. Since the grouped column and distinct-counted column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3410f77405052dacd9731286eb26e2a54b3df21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:14.374406Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:16.931578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:26.496142Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d2cbc9610f70016c79367c688ca3c9601a3593f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health. +Result preview: [{"health": "recommended", "distinct_entities": 1}, {"health": "priority", "distinct_entities": 1}, {"health": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2a428922d6801adcb7d5ac17b39ad5210f39df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_bb1967b312acb2b5 +-- problem_id: v2p_c7_4c628e0eb6db4791 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b52884fe30878825ad0c1b2731e97d537923924a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"health\", \"distinct_entities\"], \"rows\": [{\"health\": \"recommended\", \"distinct_entities\": 1}, {\"health\": \"priority\", \"distinct_entities\": 1}, {\"health\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df61b3acd7cb479558bd77efd319a8495009d1b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:54:14.138354+00:00", + "ended_at": "2026-05-04T07:54:27.353242+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bb1967b312acb2b5", + "problem_id": "v2p_c7_4c628e0eb6db4791", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_bb1967b312acb2b5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bb1967b312acb2b5", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1837, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13163.35, + "sql_execution_elapsed_ms_total": 12.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_bb1967b312acb2b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..065fb426f7aab02daeb8e9fadbb400d9093a8075 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:27.331751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13163.35, "started_at": "2026-05-04T07:54:14.142912+00:00", "ended_at": "2026-05-04T07:54:27.305565+00:00", "prompt_metrics": {"chars": 6362, "bytes_utf8": 6362, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21826, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:54:14.374406Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:16.931578Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74c3354e15a327b8b1a02d9836c027cba00a9781 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-b2a6-7e70-b8bd-643a307b5e87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"has_nurs\\\" and predicate \\\"finance\\\" = 'inconv' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21852,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8038027424d0313005c64d4206e3abc9b53b851a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 19;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"has_nurs\" and predicate \"finance\" = 'inconv' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bee2df99fe958f5662652ea92fe37a1d0bcd5c93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:39.249356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:41.830534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:51.817995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d3cb6ea4e7e862337bc19222bd86ae80f0786d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "support": 1296}, {"has_nurs": "proper", "support": 1296}, {"has_nurs": "less_proper", "support": 1296}, {"has_nurs": "improper", "support": 1296}, {"has_nurs": "critical", "support": 1296}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c3fc2612e340850259e72a0c2e0b4726d3ba80a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_bb3aed242898264c +-- problem_id: v2p_c7_a82c7c7984b0f17a +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81a1038043b63b537c5040b48b37fea7ce5f5963 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"support\": 1296}, {\"has_nurs\": \"proper\", \"support\": 1296}, {\"has_nurs\": \"less_proper\", \"support\": 1296}, {\"has_nurs\": \"improper\", \"support\": 1296}, {\"has_nurs\": \"critical\", \"support\": 1296}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22ee550a81428eb21a67457bc2e2386ba82114df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:27:39.002748+00:00", + "ended_at": "2026-05-04T07:27:52.582908+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bb3aed242898264c", + "problem_id": "v2p_c7_a82c7c7984b0f17a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_bb3aed242898264c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bb3aed242898264c", + "api_calls": 0, + "input_tokens": 21852, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1763, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13545.67, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_bb3aed242898264c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4ab212d7686823b89885320da7a17fa4ac60256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bb3aed242898264c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:52.569426+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13545.67, "started_at": "2026-05-04T07:27:39.006340+00:00", "ended_at": "2026-05-04T07:27:52.552213+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1763}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21852, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:27:39.249356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:41.830534Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "finance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..603b9f52b8de427cced2a6a5623999d3415ceaa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-0314-7c91-bc9e-55ec74b0dd4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template with bound roles exactly as specified: group_col=\\\"finance\\\", entity_col=\\\"finance\\\", predicate_col=\\\"finance\\\", predicate_op=\\\"=\\\", predicate_value='convenient', top_k=10. Since the grouping and distinct entity columns are the same, the result will return the filtered finance category with a distinct count of 1 if present.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21882,"cached_input_tokens":20864,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c53b25216d7df19b52c9bf15e7258d1596cb25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the provided template with bound roles exactly as specified: group_col=\"finance\", entity_col=\"finance\", predicate_col=\"finance\", predicate_op=\"=\", predicate_value='convenient', top_k=10. Since the grouping and distinct entity columns are the same, the result will return the filtered finance category with a distinct count of 1 if present."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72823aa15e8db8612b7c30d2ac7825143b3d3441 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:29.326934Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:31.706994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:39.789360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e134cfbe3dbb2184e2de835ce5579ebb4741af29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance. +Result preview: [{"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b536bfe30e6b9eeffbdd8ff8a269d943678bc1bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_bc0d6b35d60391f8 +-- problem_id: v2p_c7_d8f95a1c5bf072f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1759ef3e672f7f3c46c6458be15b5fc80e0a861 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86f1666edc0069b814049a85f95039e9d0e1872e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:57:29.113098+00:00", + "ended_at": "2026-05-04T07:57:40.815945+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bc0d6b35d60391f8", + "problem_id": "v2p_c7_d8f95a1c5bf072f2", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "finance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_bc0d6b35d60391f8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bc0d6b35d60391f8", + "api_calls": 0, + "input_tokens": 21882, + "cached_input_tokens": 20864, + "output_tokens": 156, + "total_tokens": 22038, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1793, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1933, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11655.25, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_bc0d6b35d60391f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73afe32853dc27194cc26fac7e2a977d3b7b8e2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:40.802234+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11655.25, "started_at": "2026-05-04T07:57:29.119505+00:00", "ended_at": "2026-05-04T07:57:40.774827+00:00", "prompt_metrics": {"chars": 6585, "bytes_utf8": 6585, "lines": 208, "estimated_tokens": 1793}, "response_metrics": {"chars": 612, "bytes_utf8": 612, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21882, "cached_input_tokens": 20864, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:57:29.326934Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:31.706994Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..235be20b162a7ea126434ea41dbdf46ab28684e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-89a6-75b2-9583-8c75db097019"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11aec77386b9bd7e4c2c3460785c9c7438319abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='recommend', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d803917045918c72580d4e3eb80c46c29b1a6d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:40.700110Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:43.058819Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:52.271753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcad8f9417e75f39e6f8b43ea8192169a47ae1ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.0006172839506172839}, {"children": "2", "support": 3240, "focus_rate": 0.0}, {"children": "3", "support": 3240, "focus_rate": 0.0}, {"children": "more", "support": 3240, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e57cebb4958cc1df87b7b15792a3f369e2c4af62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_bcd2dbbd8812e996 +-- problem_id: v2p_c7_d7dcb76a84b83d97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d5b9b524f700d9c144105bea7bf63b4e6840713 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.0006172839506172839}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d68ad2bd88c52e985fdb44791b3a0f7217c75d56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:41:40.460372+00:00", + "ended_at": "2026-05-04T07:41:53.062405+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bcd2dbbd8812e996", + "problem_id": "v2p_c7_d7dcb76a84b83d97", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_bcd2dbbd8812e996.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bcd2dbbd8812e996", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12564.22, + "sql_execution_elapsed_ms_total": 8.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_bcd2dbbd8812e996\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff9b0dfeccf1407f9cd0476b83c40b36a24ab1d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:53.047779+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12564.22, "started_at": "2026-05-04T07:41:40.466399+00:00", "ended_at": "2026-05-04T07:41:53.026386+00:00", "prompt_metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 190}, "stderr_preview": "2026-05-04T07:41:40.700110Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:43.058819Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8a33fb4cd3f14b4b4d1ee6c8f1d483a635dd4238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bcd2dbbd8812e996", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12564.22, + "sql_execution_elapsed_ms_total": 8.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_bcd2dbbd8812e996\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18a9c1b574ae8507041c9ee1f74f40131db3e048 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6516, "bytes_utf8": 6516, "lines": 207, "estimated_tokens": 1783}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21874, "cached_input_tokens": 20864, "output_tokens": 123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19ae4a8b1cab46894a32df999d61744deebcd578 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_beeb1606d13086cf", + "api_calls": 0, + "input_tokens": 21874, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1783, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1890, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11661.84, + "sql_execution_elapsed_ms_total": 7.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_beeb1606d13086cf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68f018a910c6d983f187e7045c914a4bdc31f67a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:34:41.468035+00:00", + "ended_at": "2026-05-04T07:34:53.130227+00:00", + "elapsed_ms": 11661.84, + "prompt_metrics": { + "chars": 6516, + "bytes_utf8": 6516, + "lines": 207, + "estimated_tokens": 1783 + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21874, + "cached_input_tokens": 20864, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d8ab49607a60eb298d6e0193d668631543fde2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "improper", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3850110183d4d3141ba20799bd96db1ac46ad686 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-2524-78d2-a195-eaf8ed87b807"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"has_nurs\\\" and condition_col=\\\"has_nurs\\\", using condition_value='improper' exactly as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21874,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..313a01c7123a8721ce9c16c8a6c1735f3785c2da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"has_nurs\" and condition_col=\"has_nurs\", using condition_value='improper' exactly as bound."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b550aec36bbf9e6c5b735325ff99262b16c1e897 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:41.804297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:44.281639Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:52.181480Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e538f944d90283161e4ca1c4526f668653371bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "improper", "condition_rate": 1.0}, {"has_nurs": "very_crit", "condition_rate": 0.0}, {"has_nurs": "proper", "condition_rate": 0.0}, {"has_nurs": "less_proper", "condition_rate": 0.0}, {"has_nurs": "critical", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..648cb65ae7cf6d95d3d1ebe30a22068d2460c524 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_beeb1606d13086cf +-- problem_id: v2p_c7_d5aabd19feab1b54 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8a17a12d7fd07de19beb4c8743986cb3140d161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"has_nurs\", \"condition_rate\"], \"rows\": [{\"has_nurs\": \"improper\", \"condition_rate\": 1.0}, {\"has_nurs\": \"very_crit\", \"condition_rate\": 0.0}, {\"has_nurs\": \"proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"less_proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"critical\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96d6e5677723015c12d28bc57c6b8586d98a70f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:34:41.464339+00:00", + "ended_at": "2026-05-04T07:34:53.162984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_beeb1606d13086cf", + "problem_id": "v2p_c7_d5aabd19feab1b54", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "improper", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_beeb1606d13086cf.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_beeb1606d13086cf", + "api_calls": 0, + "input_tokens": 21874, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1783, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1890, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11661.84, + "sql_execution_elapsed_ms_total": 7.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_beeb1606d13086cf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71d926a8c5669e245c4a9f7d01704f9c1c59358d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_beeb1606d13086cf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:53.142395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11661.84, "started_at": "2026-05-04T07:34:41.468035+00:00", "ended_at": "2026-05-04T07:34:53.130227+00:00", "prompt_metrics": {"chars": 6516, "bytes_utf8": 6516, "lines": 207, "estimated_tokens": 1783}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21874, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:34:41.804297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:44.281639Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0241ec980f9885721b888d591e354540f9e4c0ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-e449-7570-afe9-63acfa35552e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"finance\\\", predicate_col=\\\"parents\\\", predicate_op=\\\"=\\\", predicate_value='great_pret', and top_k=19. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21851,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5348a6af6a772dcba79e471155a5c69900d05621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"finance\", predicate_col=\"parents\", predicate_op=\"=\", predicate_value='great_pret', and top_k=19. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1543679e9bbcbb938f85687406a010e309988b7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:40.878444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:43.261573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:51.044259Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99f0944139b1b3cfeac07942979e3bb551928777 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "support": 2160}, {"finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bb7266fd1336cfbfb53f705caa671f06af4c728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_bf1f02857f4cf7c4 +-- problem_id: v2p_c7_f965186317d76f75 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be310ae31f4660b9fa0c0c0e6102d6960d49d508 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"finance\", \"support\"], \"rows\": [{\"finance\": \"inconv\", \"support\": 2160}, {\"finance\": \"convenient\", \"support\": 2160}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c37fb8b9b52b966ce918d628d2afa606852bb572 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:25:40.682861+00:00", + "ended_at": "2026-05-04T07:25:51.876051+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bf1f02857f4cf7c4", + "problem_id": "v2p_c7_f965186317d76f75", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_bf1f02857f4cf7c4.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bf1f02857f4cf7c4", + "api_calls": 0, + "input_tokens": 21851, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1762, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11147.9, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_bf1f02857f4cf7c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7b74606454f136daf695857c28f269951e26891 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_bf1f02857f4cf7c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:51.855481+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11147.9, "started_at": "2026-05-04T07:25:40.686090+00:00", "ended_at": "2026-05-04T07:25:51.833648+00:00", "prompt_metrics": {"chars": 6444, "bytes_utf8": 6444, "lines": 206, "estimated_tokens": 1762}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21851, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:25:40.878444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:43.261573Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "parents", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e385e4e9ca7516f24ec2182b311ab7fcd990668f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-5a50-7da2-b4f8-c886eb0fb9aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"parents\\\" and filter \\\"housing\\\" = 'critical'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc4111dbdf90d04b833226a1a2b3508a1546d2eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"parents\" and filter \"housing\" = 'critical'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78daed8a2d97f7839189a023ad9616926924aa57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:16.621007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:19.097768Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:27.552258Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91d1edd222344cf5a498844e2f43fe571fcf1fb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents. +Result preview: [{"parents": "usual", "support": 1440}, {"parents": "pretentious", "support": 1440}, {"parents": "great_pret", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..deb343b49e4155f4a98eab915a3bc51df58aaf1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_c2215d895efe31ac +-- problem_id: v2p_c7_519c529c617dcc7c +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd15d1e621af0e2f856fbffc0c09d23d3235e26a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"usual\", \"support\": 1440}, {\"parents\": \"pretentious\", \"support\": 1440}, {\"parents\": \"great_pret\", \"support\": 1440}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32965f2223322fc58dae1ac9c992b0c8a704c8ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:27:16.410572+00:00", + "ended_at": "2026-05-04T07:27:28.429398+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c2215d895efe31ac", + "problem_id": "v2p_c7_519c529c617dcc7c", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_c2215d895efe31ac.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c2215d895efe31ac", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11971.81, + "sql_execution_elapsed_ms_total": 5.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_c2215d895efe31ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71ba8f024261bdaec2e980ad6953fb76e86e5bfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c2215d895efe31ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:28.413951+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11971.81, "started_at": "2026-05-04T07:27:16.414241+00:00", "ended_at": "2026-05-04T07:27:28.386018+00:00", "prompt_metrics": {"chars": 6442, "bytes_utf8": 6442, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:27:16.621007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:19.097768Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..749974e8cfa6bca3afde26b35b9c97008729e6de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-7e51-7f82-9cd3-623d8fd9f37a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles exactly as provided: grouped by \\\"health\\\" and filtered where \\\"health\\\" = 'priority'. Since the filter and group column are the same, the result will contain at most one group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21847,"cached_input_tokens":21376,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a091f5bf4d0786349a57c4420fd20bd83195bcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with bound roles exactly as provided: grouped by \"health\" and filtered where \"health\" = 'priority'. Since the filter and group column are the same, the result will contain at most one group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..942916e58966f34783c7379eabfeaa73405329c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:20.399216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:22.815648Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:30.172076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f650485d38679034a121e87da012bba1b3cd1471 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "priority", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f49af6cb101b39a9ee364b8d8645ec029fa2c8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_c3a1907767375f9d +-- problem_id: v2p_c7_24917bfd0605cfb1 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..187d3293b407ad4f8970edfb97e1da2c5c76d62a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"priority\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a30737ebfeec0386fecb57651439b56a952b162 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:26:16.495785+00:00", + "ended_at": "2026-05-04T07:26:30.811260+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c3a1907767375f9d", + "problem_id": "v2p_c7_24917bfd0605cfb1", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_c3a1907767375f9d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c3a1907767375f9d", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 21376, + "output_tokens": 120, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14276.04, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_c3a1907767375f9d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72c734e6ab86164327db25d300864b18945e7c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c3a1907767375f9d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:30.795891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14276.04, "started_at": "2026-05-04T07:26:16.499119+00:00", "ended_at": "2026-05-04T07:26:30.773616+00:00", "prompt_metrics": {"chars": 6436, "bytes_utf8": 6436, "lines": 206, "estimated_tokens": 1758}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21847, "cached_input_tokens": 21376, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:26:20.399216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:22.815648Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "has_nurs", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73ff2ce6670512ae5ecaf56f2a0bc4b9fcd9cc2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-e4c0-72c0-b4f4-96c0eca0b488"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"has_nurs\\\", entity_col=\\\"has_nurs\\\", predicate_col=\\\"has_nurs\\\", predicate_value='improper', top_k=11. Query is single-table and SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21889,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2968f9a77345f2f1162c73d5a02b19615739d69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the provided template and fixed bindings exactly: group_col=\"has_nurs\", entity_col=\"has_nurs\", predicate_col=\"has_nurs\", predicate_value='improper', top_k=11. Query is single-table and SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bfe231a9b840f3fabb6bb767482cebde341a484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:15.984292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:18.369655Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:27.245575Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..62f8d198b35f06933539e4a18232158d1a4bfa33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "improper", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b4f4071e8099e0257796da2b392c5ab0ad7bd04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c47a8067560eb7b5 +-- problem_id: v2p_c7_34cd184ecfdae449 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4e5c7f21ab65cb9dab23c9acdc46e1fa7dbc71e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"has_nurs\", \"distinct_entities\"], \"rows\": [{\"has_nurs\": \"improper\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7068d0530210383818a4ced451c90dcad41c4f6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:56:15.815914+00:00", + "ended_at": "2026-05-04T07:56:28.057223+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c47a8067560eb7b5", + "problem_id": "v2p_c7_34cd184ecfdae449", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "has_nurs", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_c47a8067560eb7b5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c47a8067560eb7b5", + "api_calls": 0, + "input_tokens": 21889, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 22029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1800, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12204.91, + "sql_execution_elapsed_ms_total": 6.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_c47a8067560eb7b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca81d7c2115a2e410709a9b900a947c4f4e7fc64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:28.041799+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12204.91, "started_at": "2026-05-04T07:56:15.819469+00:00", "ended_at": "2026-05-04T07:56:28.023982+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": 1800}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21889, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:56:15.984292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:18.369655Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "parents", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b0dd8971abfbaf807e74f931856bafd6acb7a0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-ba9b-7cf0-a034-bf296981ac3f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"parents\\\", entity_col=\\\"parents\\\", and predicate parents = 'great_pret'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21881,"cached_input_tokens":21376,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ee24e4432aa7c1c6fa0425a164c9e83735efe4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the provided template exactly with group_col=\"parents\", entity_col=\"parents\", and predicate parents = 'great_pret'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea2d2e74b4ad1ee3a8119ff6450b108e26802660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:05.188274Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:07.817004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:15.117857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e351588874ca01d08330ca4e69df1f468664693e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff5e687a56a3f13e350ab85c88e3641a5eb526e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c5acb6c1663406e0 +-- problem_id: v2p_c7_4725150970f60b23 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbab628176b598bc3964f5847a8e5564c4d63eb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc1b65823e4807fd165724ce94924b941544b4cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:56:05.021050+00:00", + "ended_at": "2026-05-04T07:56:15.812319+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c5acb6c1663406e0", + "problem_id": "v2p_c7_4725150970f60b23", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "parents", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_c5acb6c1663406e0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c5acb6c1663406e0", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 21376, + "output_tokens": 124, + "total_tokens": 22005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10745.12, + "sql_execution_elapsed_ms_total": 6.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_c5acb6c1663406e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c18850172110514ad2efc01197e98c1c08489dc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:15.796413+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10745.12, "started_at": "2026-05-04T07:56:05.026111+00:00", "ended_at": "2026-05-04T07:56:15.771330+00:00", "prompt_metrics": {"chars": 6582, "bytes_utf8": 6582, "lines": 208, "estimated_tokens": 1792}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21881, "cached_input_tokens": 21376, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:56:05.188274Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:07.817004Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae7074d1d137d1b329eabc6e459b664a3432881 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-7411-7ba0-8bd6-d412dcb66239"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"children\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col bound to \\\"children\\\", group_col_2 bound to \\\"class\\\", and top_k=10. SQLite-compatible single-table SELECT with quoted identifiers only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70995693cbce141afda5d30c91ccd6bf82e0faa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"children\", \"class\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col bound to \"children\", group_col_2 bound to \"class\", and top_k=10. SQLite-compatible single-table SELECT with quoted identifiers only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bb108f55225b5a1fec01249def714c166ff0c4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:28.751707Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:31.206706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:39.436907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18c2e5df8563a834aefffb94288ca8000dd6b7fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children, group_col_2=class. +Result preview: [{"children": "1", "class": "priority", "support": 1206}, {"children": "3", "class": "spec_prior", "support": 1136}, {"children": "more", "class": "spec_prior", "support": 1136}, {"children": "2", "class": "priority", "support": 1092}, {"children": "1", "class": "not_recom", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb7aa1ce6c0504e7fafbe62ae469bd2c2e0e7c42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_ca1aab559fa1d51d +-- problem_id: v2p_c7_9d0a3b312ed8fb07 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", COUNT(*) AS support +FROM "c7" +GROUP BY "children", "class" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ba5d53a3591036d1b6e7c6fa483b9b68f13c079 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"children\", \"class\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"children\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"children\", \"class\", \"support\"], \"rows\": [{\"children\": \"1\", \"class\": \"priority\", \"support\": 1206}, {\"children\": \"3\", \"class\": \"spec_prior\", \"support\": 1136}, {\"children\": \"more\", \"class\": \"spec_prior\", \"support\": 1136}, {\"children\": \"2\", \"class\": \"priority\", \"support\": 1092}, {\"children\": \"1\", \"class\": \"not_recom\", \"support\": 1080}, {\"children\": \"2\", \"class\": \"not_recom\", \"support\": 1080}, {\"children\": \"3\", \"class\": \"not_recom\", \"support\": 1080}, {\"children\": \"more\", \"class\": \"not_recom\", \"support\": 1080}, {\"children\": \"3\", \"class\": \"priority\", \"support\": 984}, {\"children\": \"more\", \"class\": \"priority\", \"support\": 984}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3bd527aab3b079fac5793133898dd6b397b36ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:28:28.561615+00:00", + "ended_at": "2026-05-04T07:28:40.280650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ca1aab559fa1d51d", + "problem_id": "v2p_c7_9d0a3b312ed8fb07", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children, group_col_2=class.", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_ca1aab559fa1d51d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ca1aab559fa1d51d", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11678.2, + "sql_execution_elapsed_ms_total": 12.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_ca1aab559fa1d51d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9623e402384fcf4edd1ecde3c8f37a75e8072adf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ca1aab559fa1d51d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:40.260189+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11678.2, "started_at": "2026-05-04T07:28:28.564905+00:00", "ended_at": "2026-05-04T07:28:40.242790+00:00", "prompt_metrics": {"chars": 6349, "bytes_utf8": 6349, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:28:28.751707Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:31.206706Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00b1d6f1133e0159d78795dad84eb602cb926eea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-98a1-7fc0-8e75-1fc3194dd80f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template with group_col=\\\"parents\\\" and entity_col=\\\"parents\\\" exactly as bound. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":106}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1206793e8596a56b28d8c9294ac14a4f99402844 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Used the provided template with group_col=\"parents\" and entity_col=\"parents\" exactly as bound. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b463eb756dff38844cdafe1c32bbd98438dcb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:50.980116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:53.565778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:02.277591Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3538b6e36fceda8ac1341a09006327856675a381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents. +Result preview: [{"parents": "usual", "distinct_entities": 1}, {"parents": "pretentious", "distinct_entities": 1}, {"parents": "great_pret", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c57999d92aeb372ffa13e4f36ef024c487adc89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_ce9d386fbf6e8a25 +-- problem_id: v2p_c7_03f2292a7fbe7065 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cfa30c0c9ee19eaadc684f708e062385c83e12a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"usual\", \"distinct_entities\": 1}, {\"parents\": \"pretentious\", \"distinct_entities\": 1}, {\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6fd8e6bc23cdcf06ebcc64c17959f6250296184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:54:50.797476+00:00", + "ended_at": "2026-05-04T07:55:02.979823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ce9d386fbf6e8a25", + "problem_id": "v2p_c7_03f2292a7fbe7065", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_ce9d386fbf6e8a25.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ce9d386fbf6e8a25", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12144.72, + "sql_execution_elapsed_ms_total": 6.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_ce9d386fbf6e8a25\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4c654bacfa6b5e793eaf569f0a3f3011d340851 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:02.965851+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12144.72, "started_at": "2026-05-04T07:54:50.801121+00:00", "ended_at": "2026-05-04T07:55:02.945395+00:00", "prompt_metrics": {"chars": 6365, "bytes_utf8": 6365, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 106}, "stderr_preview": "2026-05-04T07:54:50.980116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:53.565778Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=children, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c19affce0d6e0e32e54ed99b6cde0fefb2cf544 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-6002-7ff3-b04f-ebb0fbe3d0e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"parents\\\", group_col_2=\\\"children\\\", target_col=\\\"class\\\", and target_value='recommend'. SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93660e9d3adfc3dd44d32ea31628fbb952fcc87f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"children\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"parents\", group_col_2=\"children\", target_col=\"class\", and target_value='recommend'. SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3560db840ca6f148f4efe91178d80f6937b6533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:38:13.436819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:16.002899Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:26.407454Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2643266711e4a274c09e06826315bc3684f4107 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=children, target_col=class. +Result preview: [{"parents": "usual", "children": "1", "target_rate": 0.001851851851851852}, {"parents": "great_pret", "children": "1", "target_rate": 0.0}, {"parents": "great_pret", "children": "2", "target_rate": 0.0}, {"parents": "great_pret", "children": "3", "target_rate": 0.0}, {"parents": "great_pret", "children": "more", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb355f6fee90b08f501d13118f45e8fd3f3a779b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_cf5d701d34ceac6f +-- problem_id: v2p_c7_9d84b45f302725e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5d1af33f7e70c8740be556ce1e3c112f56cb40e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"children\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"children\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"children\": \"1\", \"target_rate\": 0.001851851851851852}, {\"parents\": \"great_pret\", \"children\": \"1\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"children\": \"2\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"children\": \"3\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"children\": \"more\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"1\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"2\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"3\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"children\": \"more\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"children\": \"2\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"children\": \"3\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"children\": \"more\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25a49ac60e6d0db7fae34ddb956966c063c68b69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:38:13.228135+00:00", + "ended_at": "2026-05-04T07:38:27.458909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_cf5d701d34ceac6f", + "problem_id": "v2p_c7_9d84b45f302725e4", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=children, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_cf5d701d34ceac6f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_cf5d701d34ceac6f", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 22035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.68, + "sql_execution_elapsed_ms_total": 13.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_cf5d701d34ceac6f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6685c6523a5632f24224af8c313f1ce0336d577 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cf5d701d34ceac6f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:27.436058+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14182.68, "started_at": "2026-05-04T07:38:13.231593+00:00", "ended_at": "2026-05-04T07:38:27.414020+00:00", "prompt_metrics": {"chars": 6560, "bytes_utf8": 6560, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:38:13.436819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:16.002899Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35ae8a8a8c3b7e1c5c8be6b98cff2a480a1fbd28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-d2ed-71e1-b0c6-1b6021aa7120"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"class\\\", and predicate \\\"health\\\" = 'priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21893,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1884567c84adfe70a710be67578dd0d5f2a02c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"parents\", \"class\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"class\", and predicate \"health\" = 'priority'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7881d3a8545e272e4e3db85da86d3bc2e409a28c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:04.117867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:06.584020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:14.508333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe2aaefa40486caca8a6be40fe22c1d3fa6f5ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=class. +Result preview: [{"parents": "great_pret", "class": "spec_prior", "row_count": 1233}, {"parents": "usual", "class": "priority", "row_count": 966}, {"parents": "pretentious", "class": "spec_prior", "row_count": 759}, {"parents": "pretentious", "class": "priority", "row_count": 681}, {"parents": "usual", "class": "spec_prior", "row_count": 474}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa2af5cd51ebfb26180ea059edaa8473fdc3b082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_cfa40d7a3fc84369 +-- problem_id: v2p_c7_0777d936d9f2ec6f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", COUNT(*) AS row_count +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "parents", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..806e9ca9b52938284e6a2514c0d5978ee0df2435 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"parents\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"class\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"class\": \"spec_prior\", \"row_count\": 1233}, {\"parents\": \"usual\", \"class\": \"priority\", \"row_count\": 966}, {\"parents\": \"pretentious\", \"class\": \"spec_prior\", \"row_count\": 759}, {\"parents\": \"pretentious\", \"class\": \"priority\", \"row_count\": 681}, {\"parents\": \"usual\", \"class\": \"spec_prior\", \"row_count\": 474}, {\"parents\": \"great_pret\", \"class\": \"priority\", \"row_count\": 207}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2b8c9d92945b5c9ce0ec22316abf4acb6f5115d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:31:03.912142+00:00", + "ended_at": "2026-05-04T07:31:15.463990+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_cfa40d7a3fc84369", + "problem_id": "v2p_c7_0777d936d9f2ec6f", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_cfa40d7a3fc84369.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_cfa40d7a3fc84369", + "api_calls": 0, + "input_tokens": 21893, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1802, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11516.89, + "sql_execution_elapsed_ms_total": 6.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_cfa40d7a3fc84369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ee70bc6b2c7199976aba5cdaad6889333d2f540 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfa40d7a3fc84369/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:15.446454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11516.89, "started_at": "2026-05-04T07:31:03.915824+00:00", "ended_at": "2026-05-04T07:31:15.429281+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 208, "estimated_tokens": 1802}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21893, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:31:04.117867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:06.584020Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1f2d39caf3f41f5a56f42ea0d6e1a162b44173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-bc64-7172-9d4b-788a264869f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"children\\\" and entity_col=\\\"children\\\" on the single table \\\"c7\\\". All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e95037a4f74c73259356f35960041626d10338b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template with bound roles group_col=\"children\" and entity_col=\"children\" on the single table \"c7\". All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9557f1da9edda5bfd95b4a80b0db2f75e95eff5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:49.089538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:51.434628Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:58.480389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2f9fb3004e41387ddf5a05f758a2292710e791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children. +Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3676ce20cffbda4421c9263625d8c63b25f298b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_cfe5fd6f6616aa33 +-- problem_id: v2p_c7_ed77f9b94be990a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9300c7941de4294142320b265f2eb8c6406cd27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b424c673f4579fe998a5761275d647733270176c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:52:45.539666+00:00", + "ended_at": "2026-05-04T07:52:59.363739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_cfe5fd6f6616aa33", + "problem_id": "v2p_c7_ed77f9b94be990a3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_cfe5fd6f6616aa33.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_cfe5fd6f6616aa33", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13770.15, + "sql_execution_elapsed_ms_total": 10.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_cfe5fd6f6616aa33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f1006a33d1873162aeabfd2bca3f34dddf4205b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:59.342593+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13770.15, "started_at": "2026-05-04T07:52:45.543517+00:00", "ended_at": "2026-05-04T07:52:59.311387+00:00", "prompt_metrics": {"chars": 6367, "bytes_utf8": 6367, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:52:49.089538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:51.434628Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "social", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b35db53de37a9f10351fe05fecf1b3212a60152e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-5c7e-7db1-a2f0-35f5426c2d2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"social\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21813,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..519adbefeaae795541deca09a79adde506b8a7b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 11;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"social\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..745cfbb5680379355aa8eb2fe7090272648eaa32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:56.831221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:59.414294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:09.851070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bcd747651d5b64509399d036b2b8a34b66ee485 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}, {"social": "problematic", "support": 4320}, {"social": "slightly_prob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a0fbaa04ac4da9ab6be8ec48fd84ba60845bd91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d2c133e999d09beb +-- problem_id: v2p_c7_3c87dae83c31e88d +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63954c933717da69df99d7edd33781cbcbba3e67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 11;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}, {\"social\": \"problematic\", \"support\": 4320}, {\"social\": \"slightly_prob\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aaa016eeade34ccc8ae22d1f30d788e1b9641689 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:46:56.592824+00:00", + "ended_at": "2026-05-04T07:47:10.441489+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d2c133e999d09beb", + "problem_id": "v2p_c7_3c87dae83c31e88d", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_d2c133e999d09beb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d2c133e999d09beb", + "api_calls": 0, + "input_tokens": 21813, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 21900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13803.78, + "sql_execution_elapsed_ms_total": 10.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_d2c133e999d09beb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af2f506fdd2a79f3b0ef257f18ddcbc41d4a8880 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d2c133e999d09beb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:10.422498+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13803.78, "started_at": "2026-05-04T07:46:56.594030+00:00", "ended_at": "2026-05-04T07:47:10.399865+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": 1724}, "response_metrics": {"chars": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21813, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:46:56.831221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:59.414294Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "entity_col": "housing", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a03a68ce33f05c29acff67d1c9a9a81f89cd98f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-d07f-72e1-bf14-0cc410b11ef3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template exactly with bound roles: group_col=\\\"housing\\\", entity_col=\\\"housing\\\", predicate_col=\\\"housing\\\", predicate_op=\\\"=\\\", predicate_value='critical', top_k=14. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5b8e5d357975e2665fab5702de9116bc00769ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS distinct_entities\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the provided template exactly with bound roles: group_col=\"housing\", entity_col=\"housing\", predicate_col=\"housing\", predicate_op=\"=\", predicate_value='critical', top_k=14. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ee5faf8fb076b82515b158387e1c28a502f48ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:16.352271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:18.724578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:28.168998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9825d462a483c2d457836201ae275b7847893eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing. +Result preview: [{"housing": "critical", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ff8c003835a454c431d432fdd0559b10b8183d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_d52ef0dacccc00da +-- problem_id: v2p_c7_be963e42eca0370b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS distinct_entities +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23a82996e8663bd2cc57a041e4000183246af118 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS distinct_entities\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"housing\", \"distinct_entities\"], \"rows\": [{\"housing\": \"critical\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..283fe19575e15ef21942e6f3220a1fba4054c528 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:57:16.174554+00:00", + "ended_at": "2026-05-04T07:57:29.108640+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d52ef0dacccc00da", + "problem_id": "v2p_c7_be963e42eca0370b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "entity_col": "housing", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_d52ef0dacccc00da.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d52ef0dacccc00da", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12893.04, + "sql_execution_elapsed_ms_total": 6.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_d52ef0dacccc00da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..355fbd698746b974be39fb6c39432f5f56cc3dfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:29.090787+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12893.04, "started_at": "2026-05-04T07:57:16.177959+00:00", "ended_at": "2026-05-04T07:57:29.071165+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21879, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:57:16.352271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:18.724578Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "has_nurs", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e918a94b948f1b7e1f82258a1c5004efdb9598c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-ee3a-7d03-96ce-94e2f67c56af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 10;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"has_nurs\\\" and top_k=10, using only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21817,"cached_input_tokens":21376,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8685a8833fbe55421a0b6091b874a6fad96cc4ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 10;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"has_nurs\" and top_k=10, using only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c9f0567485a0d887aa37b01103ca99a5158c7bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:39.679361Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:42.389384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:55.651778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ddda60b780e0aa9462d687f1fadbaffe34fa0e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "critical", "support": 2592}, {"has_nurs": "improper", "support": 2592}, {"has_nurs": "less_proper", "support": 2592}, {"has_nurs": "proper", "support": 2592}, {"has_nurs": "very_crit", "support": 2592}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58a3a447a34cd7dbdc6aeee7ac7f3be51a720349 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d9368ca93c20eb66 +-- problem_id: v2p_c7_5ce44ccd8c2a692b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e79eda5fd9ffe5ada3fb22684e3ee82e65d260f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 10;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"support\": 2592}, {\"has_nurs\": \"improper\", \"support\": 2592}, {\"has_nurs\": \"less_proper\", \"support\": 2592}, {\"has_nurs\": \"proper\", \"support\": 2592}, {\"has_nurs\": \"very_crit\", \"support\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d292fbb18b242a5a681834d08c44cf54c201be9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:48:39.473836+00:00", + "ended_at": "2026-05-04T07:48:56.990127+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d9368ca93c20eb66", + "problem_id": "v2p_c7_5ce44ccd8c2a692b", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_d9368ca93c20eb66.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d9368ca93c20eb66", + "api_calls": 0, + "input_tokens": 21817, + "cached_input_tokens": 21376, + "output_tokens": 116, + "total_tokens": 21933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1728, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17453.21, + "sql_execution_elapsed_ms_total": 12.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_d9368ca93c20eb66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6531287d33f240fcae7561da3137890ab34f55fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:56.962861+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17453.21, "started_at": "2026-05-04T07:48:39.478933+00:00", "ended_at": "2026-05-04T07:48:56.932554+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1728}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21817, "cached_input_tokens": 21376, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:48:39.679361Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:42.389384Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6872921508c3e57d15671409c83ff7fcecc15236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-2d5c-7310-80b4-76b55ee5c2b7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col bound to \\\"housing\\\", group_col_2 bound to \\\"class\\\", and top_k set to 14. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":21376,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..947c1c8e8ce6b9c45d9055a2c415780bf267ffec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"class\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col bound to \"housing\", group_col_2 bound to \"class\", and top_k set to 14. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e14c50839ff51e7f807854dc10b812e4e01c387 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:16.180307Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:18.516797Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:25.536381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5353b667f83d0b8520d3010fa82db29d0e4622d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=class. +Result preview: [{"housing": "convenient", "class": "priority", "support": 1618}, {"housing": "critical", "class": "spec_prior", "support": 1608}, {"housing": "convenient", "class": "not_recom", "support": 1440}, {"housing": "critical", "class": "not_recom", "support": 1440}, {"housing": "less_conv", "class": "not_recom", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71cd0cce5930e9faf41f8aa39f55fdd08b652c27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_d98738d9f1cf025f +-- problem_id: v2p_c7_a1908a741685f683 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", COUNT(*) AS support +FROM "c7" +GROUP BY "housing", "class" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f6666a9d31ab2ba6007349d9c8f579e822ef249 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"class\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"housing\", \"class\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"class\": \"priority\", \"support\": 1618}, {\"housing\": \"critical\", \"class\": \"spec_prior\", \"support\": 1608}, {\"housing\": \"convenient\", \"class\": \"not_recom\", \"support\": 1440}, {\"housing\": \"critical\", \"class\": \"not_recom\", \"support\": 1440}, {\"housing\": \"less_conv\", \"class\": \"not_recom\", \"support\": 1440}, {\"housing\": \"less_conv\", \"class\": \"priority\", \"support\": 1396}, {\"housing\": \"less_conv\", \"class\": \"spec_prior\", \"support\": 1384}, {\"housing\": \"critical\", \"class\": \"priority\", \"support\": 1252}, {\"housing\": \"convenient\", \"class\": \"spec_prior\", \"support\": 1052}, {\"housing\": \"convenient\", \"class\": \"very_recom\", \"support\": 208}, {\"housing\": \"less_conv\", \"class\": \"very_recom\", \"support\": 100}, {\"housing\": \"critical\", \"class\": \"very_recom\", \"support\": 20}, {\"housing\": \"convenient\", \"class\": \"recommend\", \"support\": 2}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73cfdb6b5cc35b07e819084cd5bf41eea2ed9ecb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:29:15.987226+00:00", + "ended_at": "2026-05-04T07:29:26.663974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d98738d9f1cf025f", + "problem_id": "v2p_c7_a1908a741685f683", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_d98738d9f1cf025f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d98738d9f1cf025f", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 21376, + "output_tokens": 122, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10628.97, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_d98738d9f1cf025f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf9fc2cbc822269970aa89b2c9e009a134792d51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_d98738d9f1cf025f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:26.642831+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10628.97, "started_at": "2026-05-04T07:29:15.996004+00:00", "ended_at": "2026-05-04T07:29:26.626418+00:00", "prompt_metrics": {"chars": 6347, "bytes_utf8": 6347, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21842, "cached_input_tokens": 21376, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:29:16.180307Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:18.516797Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35cdd4e6eb5a13183190843cb82e26d7e97d8007 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-3b95-7770-abdb-f5ddff5076bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 10;\",\"notes\":\"Filled the provided Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"children\\\", table=\\\"c7\\\", and top_k=10 using SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01aed631185a70cd34007a061c1760017ba8e850 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 10;","notes":"Filled the provided Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"children\", table=\"c7\", and top_k=10 using SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a21b80d692e288f33bfb3caf811d858b1d6746fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:10.537012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:12.931788Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:20.345141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..606b938fc75d2828f432889fe788ea85258792d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "support": 1080}, {"parents": "great_pret", "children": "2", "support": 1080}, {"parents": "great_pret", "children": "3", "support": 1080}, {"parents": "great_pret", "children": "more", "support": 1080}, {"parents": "pretentious", "children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e565de6cddc25b1b66566039a088043c10eceb8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_da1287e907ff6840 +-- problem_id: v2p_c7_3bea975ce97a903e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8789e179753e7630d75f65c6db7da62ebbf1d7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 10;\", \"columns\": [\"parents\", \"children\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"2\", \"support\": 1080}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a8b840e2eed1211b5652ad4a01aefe37408f276 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:51:10.361541+00:00", + "ended_at": "2026-05-04T07:51:20.961038+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_da1287e907ff6840", + "problem_id": "v2p_c7_3bea975ce97a903e", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_da1287e907ff6840.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_da1287e907ff6840", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1897, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10557.8, + "sql_execution_elapsed_ms_total": 10.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_da1287e907ff6840\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0821b6f71784b612a453c254b413df39e99afc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da1287e907ff6840/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:20.942232+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10557.8, "started_at": "2026-05-04T07:51:10.366996+00:00", "ended_at": "2026-05-04T07:51:20.924748+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21879, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:51:10.537012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:12.931788Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..571d86b1cb2691259efb307497c85e13be165cf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-4e0a-7c01-8e6e-492cc8f0470c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"parents\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='recommend'. Uses only the single allowed table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3007c43f3d6bb647c320ce4c8959b1e8d4564565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"class\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"parents\", group_col_2=\"class\", target_col=\"class\", and target_value='recommend'. Uses only the single allowed table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7681e367a8a357a9c6da8e4d299dc937e14c28e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:19.920931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:22.466850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:32.221398Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a6a506278e21c44656c6f65e04b85f71715bae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=class, target_col=class. +Result preview: [{"parents": "usual", "class": "recommend", "target_rate": 1.0}, {"parents": "great_pret", "class": "not_recom", "target_rate": 0.0}, {"parents": "great_pret", "class": "priority", "target_rate": 0.0}, {"parents": "great_pret", "class": "spec_prior", "target_rate": 0.0}, {"parents": "pretentious", "class": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4019fc0ac4259448221ae4398e78bfd915494cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_da8c66d800f23a8e +-- problem_id: v2p_c7_57b5b50ad4dc5a3f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15c433bce0b2fd99c9fb8eedea9659941140f033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"class\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"class\": \"recommend\", \"target_rate\": 1.0}, {\"parents\": \"great_pret\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"great_pret\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"parents\": \"pretentious\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"parents\": \"usual\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b4c598ea43b643dfa2f514ad9fe0c3bca2c6688 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:40:19.712673+00:00", + "ended_at": "2026-05-04T07:40:32.782704+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_da8c66d800f23a8e", + "problem_id": "v2p_c7_57b5b50ad4dc5a3f", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_da8c66d800f23a8e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_da8c66d800f23a8e", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 22035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13029.58, + "sql_execution_elapsed_ms_total": 13.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_da8c66d800f23a8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ddbc269db1d3eaa3c2723df210ac2faa1d3c0d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_da8c66d800f23a8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:32.761969+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13029.58, "started_at": "2026-05-04T07:40:19.716189+00:00", "ended_at": "2026-05-04T07:40:32.745475+00:00", "prompt_metrics": {"chars": 6539, "bytes_utf8": 6539, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21902, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:40:19.920931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:22.466850Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=finance, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cbd9a7e628f86df2233b98dfd82e8d8fccfd967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-6ceb-7e73-b307-fce1747f0044"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", target_col=\\\"class\\\", and target_value='priority'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9745ca343a13642717b3284e40807ecc940cdc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with group_col=\"parents\", group_col_2=\"finance\", target_col=\"class\", and target_value='priority'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efdc70b0fa62116360bddd9b54a61a7c41d44683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:22.282452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:24.726924Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:32.615341Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..845a92a5b0032d8d61de6297a405228668e43b8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=finance, target_col=class. +Result preview: [{"parents": "usual", "finance": "convenient", "target_rate": 0.4462962962962963}, {"parents": "usual", "finance": "inconv", "target_rate": 0.4444444444444444}, {"parents": "pretentious", "finance": "convenient", "target_rate": 0.35555555555555557}, {"parents": "pretentious", "finance": "inconv", "target_rate": 0.3314814814814815}, {"parents": "great_pret", "finance": "convenient", "target_rate": 0.23703703703703705}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcfbf62400fa53f954dd5dc89872b2d4bd75e97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_de1c767204a1562f +-- problem_id: v2p_c7_7c28878986026b21 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce8522551981b3b7b9ddeb981c62a3c28c50de91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"parents\", \"finance\", \"target_rate\"], \"rows\": [{\"parents\": \"usual\", \"finance\": \"convenient\", \"target_rate\": 0.4462962962962963}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"target_rate\": 0.4444444444444444}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"target_rate\": 0.35555555555555557}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"target_rate\": 0.3314814814814815}, {\"parents\": \"great_pret\", \"finance\": \"convenient\", \"target_rate\": 0.23703703703703705}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"target_rate\": 0.16018518518518518}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e976961420746a060a4ebeceee48ea370086a5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:39:22.073688+00:00", + "ended_at": "2026-05-04T07:39:33.506120+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_de1c767204a1562f", + "problem_id": "v2p_c7_7c28878986026b21", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=parents, group_col_2=finance, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_de1c767204a1562f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_de1c767204a1562f", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 22031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11387.93, + "sql_execution_elapsed_ms_total": 14.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_de1c767204a1562f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..feec2356a13fda1972e6edd5867ce79e88940be0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de1c767204a1562f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:33.482666+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11387.93, "started_at": "2026-05-04T07:39:22.076865+00:00", "ended_at": "2026-05-04T07:39:33.464907+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21902, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:39:22.282452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:24.726924Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6caf99e2f3431dd778a8bbff80b9af16df132994 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-1e1f-7803-ac0d-7b95e3103b3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = 'more'\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with bound roles group_col=\\\"parents\\\", group_col_2=\\\"housing\\\", and predicate children = 'more'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21893,"cached_input_tokens":21376,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac6465f977c7c29b2a8156f2476b3f0665183452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"children\" = 'more'\nGROUP BY \"parents\", \"housing\"\nORDER BY row_count DESC;","notes":"Used the required filtered two-dimensional group count template with bound roles group_col=\"parents\", group_col_2=\"housing\", and predicate children = 'more'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1f50f9f52fb58a7f73616980977267c8ff5375 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:17.892699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:20.241491Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:28.367880Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..017f2ac2f6598a9e8d0c0ccacfdb2d2209c0b2f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing. +Result preview: [{"parents": "great_pret", "housing": "convenient", "row_count": 360}, {"parents": "great_pret", "housing": "critical", "row_count": 360}, {"parents": "great_pret", "housing": "less_conv", "row_count": 360}, {"parents": "pretentious", "housing": "convenient", "row_count": 360}, {"parents": "pretentious", "housing": "critical", "row_count": 360}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1ce587eb968c0b2a05896d45e8910114500fbfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_de7c62a02d429b5b +-- problem_id: v2p_c7_ff6a621d28368000 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", COUNT(*) AS row_count +FROM "c7" +WHERE "children" = 'more' +GROUP BY "parents", "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f476c112035c3e81176be2419e9c5ccd7af6a714 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"children\" = 'more'\nGROUP BY \"parents\", \"housing\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = 'more'\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"housing\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"row_count\": 360}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"row_count\": 360}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"row_count\": 360}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"row_count\": 360}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"row_count\": 360}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"row_count\": 360}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"row_count\": 360}, {\"parents\": \"usual\", \"housing\": \"critical\", \"row_count\": 360}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"row_count\": 360}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a488849f7547e896c93f59e436068585a23c19b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:30:17.609058+00:00", + "ended_at": "2026-05-04T07:30:29.007165+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_de7c62a02d429b5b", + "problem_id": "v2p_c7_ff6a621d28368000", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_de7c62a02d429b5b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_de7c62a02d429b5b", + "api_calls": 0, + "input_tokens": 21893, + "cached_input_tokens": 21376, + "output_tokens": 126, + "total_tokens": 22019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1802, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11350.7, + "sql_execution_elapsed_ms_total": 7.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_de7c62a02d429b5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16bcfb4f1b5a42885bb27c6393b2c030e9f9eaef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_de7c62a02d429b5b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:28.988189+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11350.7, "started_at": "2026-05-04T07:30:17.612886+00:00", "ended_at": "2026-05-04T07:30:28.963694+00:00", "prompt_metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 208, "estimated_tokens": 1802}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21893, "cached_input_tokens": 21376, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:30:17.892699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:20.241491Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17010df2083f88ebb97c6f5625bf571d68b4725 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-95c7-7ce0-a96f-ee10a2c20024"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"housing\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"housing\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=housing, and top_k=11. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21878,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3de594abdd28f985637863749d123bb0134815cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"housing\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"support\" ASC, \"parents\", \"housing\"\nLIMIT 11;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=housing, and top_k=11. Query is SQLite-compatible, single-table, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..516057aa16ae79372a476c7ff4b76141eb3221a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:33.616623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:35.953030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:44.339358Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d744d57ad6ee92fa4b1a70c3610e98d092860acf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing. +Result preview: [{"parents": "great_pret", "housing": "convenient", "support": 1440}, {"parents": "great_pret", "housing": "critical", "support": 1440}, {"parents": "great_pret", "housing": "less_conv", "support": 1440}, {"parents": "pretentious", "housing": "convenient", "support": 1440}, {"parents": "pretentious", "housing": "critical", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e62510ec22dc86e87811d1b3f1dcc7742e40cb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_e0332adb18365e96 +-- problem_id: v2p_c7_09c28181f60dde84 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "housing", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "support" ASC, "parents", "housing" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ede88e537ea5ee39e7184bd426b1e7ad94325267 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"housing\",\n COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"support\" ASC, \"parents\", \"housing\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"housing\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"support\\\" ASC, \\\"parents\\\", \\\"housing\\\"\\nLIMIT 11;\", \"columns\": [\"parents\", \"housing\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..384db18a174d9913c6655c273f634cf6c5fd168a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:51:33.455649+00:00", + "ended_at": "2026-05-04T07:51:45.061860+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e0332adb18365e96", + "problem_id": "v2p_c7_09c28181f60dde84", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e0332adb18365e96.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e0332adb18365e96", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 22011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1906, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11560.65, + "sql_execution_elapsed_ms_total": 12.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e0332adb18365e96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db1245d4b52e9e6977697b54cf3eac97bf0e5f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0332adb18365e96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:45.039523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11560.65, "started_at": "2026-05-04T07:51:33.459150+00:00", "ended_at": "2026-05-04T07:51:45.018335+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1789}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21878, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:51:33.616623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:35.953030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=housing, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ccdf7c185963d54196f7702dc4b47ff7081f034 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-faa8-7ce0-9ef1-59c751cb252b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"parents\\\", group_col_2=\\\"housing\\\", target_col=\\\"class\\\", and target_value='not_recom' using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21905,"cached_input_tokens":21376,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b8e553ec79d5f874808b8731b9aadec5e9f546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"housing\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"parents\", group_col_2=\"housing\", target_col=\"class\", and target_value='not_recom' using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b96dc15ecab5e83418931d10daf6635a76ba80db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:53.063806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:55.615267Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:06.284474Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f902d44d1de2cc2c06272d1a08386c55968b05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=housing, target_col=class. +Result preview: [{"parents": "great_pret", "housing": "convenient", "target_rate": 0.3333333333333333}, {"parents": "great_pret", "housing": "critical", "target_rate": 0.3333333333333333}, {"parents": "great_pret", "housing": "less_conv", "target_rate": 0.3333333333333333}, {"parents": "pretentious", "housing": "convenient", "target_rate": 0.3333333333333333}, {"parents": "pretentious", "housing": "critical", "target_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e281de11e7267b74ae0bc4567689ce6b3ec8c1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e04fbd70b93f92b1 +-- problem_id: v2p_c7_2a276b2c66815ab0 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b87e97d7db96d264e88a2e7dd0efa291d0303a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"parents\", \"housing\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"parents\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"parents\", \"housing\", \"target_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"housing\": \"critical\", \"target_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"target_rate\": 0.3333333333333333}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cce9ad9074a64b26711ab5460c519a1b5866865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:38:52.830493+00:00", + "ended_at": "2026-05-04T07:39:07.194282+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e04fbd70b93f92b1", + "problem_id": "v2p_c7_2a276b2c66815ab0", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, group_col_2=housing, target_col=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e04fbd70b93f92b1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e04fbd70b93f92b1", + "api_calls": 0, + "input_tokens": 21905, + "cached_input_tokens": 21376, + "output_tokens": 140, + "total_tokens": 22045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14321.17, + "sql_execution_elapsed_ms_total": 14.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e04fbd70b93f92b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..091c0cdc8ae398197bbd5c765175adb3b82cd312 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e04fbd70b93f92b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:07.172441+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14321.17, "started_at": "2026-05-04T07:38:52.833596+00:00", "ended_at": "2026-05-04T07:39:07.152808+00:00", "prompt_metrics": {"chars": 6551, "bytes_utf8": 6551, "lines": 207, "estimated_tokens": 1814}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21905, "cached_input_tokens": 21376, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:38:53.063806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:55.615267Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=social.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19be222628b48059eba573c1c0d705733dc34468 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-7d0e-78b2-a2ec-6d4b0726b4a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"social\\\", and predicate finance = 'inconv'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21894,"cached_input_tokens":21376,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d782d1580a12b4ab5cbc974b6d06549013fa078 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"parents\", \"social\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"social\", and predicate finance = 'inconv'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e05ea4ff2a2e6f9c7098a1b456ce93ed958d0d84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:42.143177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:44.526563Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:51.708874Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c977fb62c07766c4153df57b0e5d82e9c921269 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=social. +Result preview: [{"parents": "great_pret", "social": "nonprob", "row_count": 720}, {"parents": "great_pret", "social": "problematic", "row_count": 720}, {"parents": "great_pret", "social": "slightly_prob", "row_count": 720}, {"parents": "pretentious", "social": "nonprob", "row_count": 720}, {"parents": "pretentious", "social": "problematic", "row_count": 720}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe0470ca409c73f96ce19b2130579a85f971cc0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_e0835623b91b06dd +-- problem_id: v2p_c7_a0c9c5deac5f9bf1 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", COUNT(*) AS row_count +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "parents", "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2811ea4943716280f3a36cbb099788d82e72da36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"parents\", \"social\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"social\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"nonprob\", \"row_count\": 720}, {\"parents\": \"great_pret\", \"social\": \"problematic\", \"row_count\": 720}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"row_count\": 720}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"row_count\": 720}, {\"parents\": \"usual\", \"social\": \"problematic\", \"row_count\": 720}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"row_count\": 720}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b742d977b5c13a2d2d0cc5359cc4ea51943e2b8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:30:41.893265+00:00", + "ended_at": "2026-05-04T07:30:52.483158+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e0835623b91b06dd", + "problem_id": "v2p_c7_a0c9c5deac5f9bf1", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=social.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e0835623b91b06dd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e0835623b91b06dd", + "api_calls": 0, + "input_tokens": 21894, + "cached_input_tokens": 21376, + "output_tokens": 127, + "total_tokens": 22021, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1803, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10545.15, + "sql_execution_elapsed_ms_total": 8.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e0835623b91b06dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..307423477992954000ef058330b9f06ca21c787d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e0835623b91b06dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:52.464534+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10545.15, "started_at": "2026-05-04T07:30:41.896433+00:00", "ended_at": "2026-05-04T07:30:52.441710+00:00", "prompt_metrics": {"chars": 6558, "bytes_utf8": 6558, "lines": 208, "estimated_tokens": 1803}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21894, "cached_input_tokens": 21376, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:30:42.143177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:44.526563Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89fd11e520a4f689137060a5222e3c1844c305f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-dba6-7c03-88d1-e7a8071ab2b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21916,"cached_input_tokens":20864,"output_tokens":188}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b75bcacf433d80677c872b6a8c596dfea551de1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"social\", target_col=\"class\", target_value='spec_prior', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d3601bd761398a140c106fe130aa01d75a1ac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:07.287370Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:09.963894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:23.917972Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ea68e5973bbf854406fd3d489b8861bfe00d1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class. +Result preview: [{"social": "problematic", "support": 4320, "focus_rate": 0.38055555555555554}, {"social": "nonprob", "support": 4320, "focus_rate": 0.2777777777777778}, {"social": "slightly_prob", "support": 4320, "focus_rate": 0.2777777777777778}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef528d062896fe855d96486f0b561a8a0559234a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_e2867395bafd3c1c +-- problem_id: v2p_c7_83e316e3dc681dce +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e31a7d5d63ca85946c0fcb6a2357f7b5a5342100 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"social\", \"support\", \"focus_rate\"], \"rows\": [{\"social\": \"problematic\", \"support\": 4320, \"focus_rate\": 0.38055555555555554}, {\"social\": \"nonprob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}, {\"social\": \"slightly_prob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c49717bb167c3e2fb8db56f8900b2b173b685dc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:43:06.842982+00:00", + "ended_at": "2026-05-04T07:43:24.938591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e2867395bafd3c1c", + "problem_id": "v2p_c7_83e316e3dc681dce", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class.", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e2867395bafd3c1c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e2867395bafd3c1c", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 22104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17915.82, + "sql_execution_elapsed_ms_total": 10.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e2867395bafd3c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43726f05bd7602a66a6c282da4f68df92b66bc44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:24.796565+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17915.82, "started_at": "2026-05-04T07:43:06.858724+00:00", "ended_at": "2026-05-04T07:43:24.770896+00:00", "prompt_metrics": {"chars": 6586, "bytes_utf8": 6586, "lines": 205, "estimated_tokens": 1827}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21916, "cached_input_tokens": 20864, "output_tokens": 188}, "stderr_preview": "2026-05-04T07:43:07.287370Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:09.963894Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d0418447a6a349cfa57d153811a31d876a81f18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e2867395bafd3c1c", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 22104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17915.82, + "sql_execution_elapsed_ms_total": 10.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e2867395bafd3c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad6ac27692213113befe2ae083ca9780aa26f705 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6349, "bytes_utf8": 6349, "lines": 204, "estimated_tokens": 1753}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9071e7cb2a8df7287d5d4e73cfa534ef7a0ecec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e53e76670760eb34", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11697.92, + "sql_execution_elapsed_ms_total": 12.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e53e76670760eb34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2029a66b02918aabbb3fe5f140563e4e147e91c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:28:53.599508+00:00", + "ended_at": "2026-05-04T07:29:05.297422+00:00", + "elapsed_ms": 11697.92, + "prompt_metrics": { + "chars": 6349, + "bytes_utf8": 6349, + "lines": 204, + "estimated_tokens": 1753 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13248 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa5673e096ebba861692b5833f782cc830d91017 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=social.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f175eb907e644ff4f0b17d8ce33d72b49ee5fc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-d5da-7e63-8cd4-1b26aecdc38d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"social\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col=\\\"housing\\\", group_col_2=\\\"social\\\", and top_k=12. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..989432a48028626ea20026a0e4f8a1620b9d7ec4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"social\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY \"support\" DESC\nLIMIT 12;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col=\"housing\", group_col_2=\"social\", and top_k=12. Query is SQLite-compatible, single-table, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58a952452a5c2dc834919d676f3ce21c6e9f9fd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:53.783163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:56.397274Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:04.345915Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..530c1b5218b52eb6bbecd3ea274caf33078959f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=social. +Result preview: [{"housing": "convenient", "social": "nonprob", "support": 1440}, {"housing": "convenient", "social": "problematic", "support": 1440}, {"housing": "convenient", "social": "slightly_prob", "support": 1440}, {"housing": "critical", "social": "nonprob", "support": 1440}, {"housing": "critical", "social": "problematic", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f60cc58c13db586820f9a713395f801253aff7d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_e53e76670760eb34 +-- problem_id: v2p_c7_b9e4397b5904f0bc +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", COUNT(*) AS "support" +FROM "c7" +GROUP BY "housing", "social" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59a9f1cab7bb81c5840e291574e04997438146bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"housing\", \"social\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY \"support\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"housing\\\", \\\"social\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\", \"columns\": [\"housing\", \"social\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"social\": \"nonprob\", \"support\": 1440}, {\"housing\": \"convenient\", \"social\": \"problematic\", \"support\": 1440}, {\"housing\": \"convenient\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"housing\": \"critical\", \"social\": \"nonprob\", \"support\": 1440}, {\"housing\": \"critical\", \"social\": \"problematic\", \"support\": 1440}, {\"housing\": \"critical\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"housing\": \"less_conv\", \"social\": \"nonprob\", \"support\": 1440}, {\"housing\": \"less_conv\", \"social\": \"problematic\", \"support\": 1440}, {\"housing\": \"less_conv\", \"social\": \"slightly_prob\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63ec1c4eaab14fa0da3cb4ebe5d15384be68cdf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:28:53.595907+00:00", + "ended_at": "2026-05-04T07:29:05.346928+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e53e76670760eb34", + "problem_id": "v2p_c7_b9e4397b5904f0bc", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing, group_col_2=social.", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e53e76670760eb34.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e53e76670760eb34", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11697.92, + "sql_execution_elapsed_ms_total": 12.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e53e76670760eb34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54c0aba9e4561c60f04a012a4e0ad5e78ab74ea9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e53e76670760eb34/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:05.324064+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11697.92, "started_at": "2026-05-04T07:28:53.599508+00:00", "ended_at": "2026-05-04T07:29:05.297422+00:00", "prompt_metrics": {"chars": 6349, "bytes_utf8": 6349, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:28:53.783163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:56.397274Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4e8d1f20156482e6e6e9afd5b41661e2df3cc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-1d02-71b0-bf88-318d6ccf6a47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"children\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90d0ec66556dc6924bd019442de24f012f376ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"children\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2869de4b2e72bce60a1d9abf856dd7a1e3890a81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:44.334957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:46.697198Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:53.380217Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e70dc880646508b8069404e21b5d0b26a939ce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "more", "row_count": 3240}, {"children": "3", "row_count": 3240}, {"children": "2", "row_count": 3240}, {"children": "1", "row_count": 3240}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38f6dd35b340ffc60cf487824d79ed772fc7f179 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_e7487500dd5d8540 +-- problem_id: v2p_c7_51ac18f621d51d62 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "c7" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bf2404718aad093a3b161da027eaec43eb214b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"children\", \"row_count\"], \"rows\": [{\"children\": \"more\", \"row_count\": 3240}, {\"children\": \"3\", \"row_count\": 3240}, {\"children\": \"2\", \"row_count\": 3240}, {\"children\": \"1\", \"row_count\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..972883e3d05d56dedfb734b561ed8113100d499e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:23:44.072684+00:00", + "ended_at": "2026-05-04T07:23:54.057782+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e7487500dd5d8540", + "problem_id": "v2p_c7_51ac18f621d51d62", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e7487500dd5d8540.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e7487500dd5d8540", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 21864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9948.35, + "sql_execution_elapsed_ms_total": 6.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e7487500dd5d8540\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..217655e4df2941bd40e168c57d58c98f9f9f0208 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e7487500dd5d8540/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:54.043308+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9948.35, "started_at": "2026-05-04T07:23:44.076255+00:00", "ended_at": "2026-05-04T07:23:54.024323+00:00", "prompt_metrics": {"chars": 6161, "bytes_utf8": 6161, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:23:44.334957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:46.697198Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b55041529368e0aaf0cb5ce612d3730d4a13d41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-4aa8-7d91-9c8c-ecaebc49de5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"finance\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"finance\\\", and predicate housing = 'critical'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21893,"cached_input_tokens":20864,"output_tokens":173}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..524b3eefb5a3a64ee63c5fb8c2682521602a67ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"finance\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\", \"finance\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"finance\", and predicate housing = 'critical'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4f8678217438c528801404b0d220e36e2e0c100 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:29.260493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:31.634848Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:40.837726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..375a68823d75a12d8b50e6e5cff1c37e60071106 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "row_count": 720}, {"parents": "great_pret", "finance": "inconv", "row_count": 720}, {"parents": "pretentious", "finance": "convenient", "row_count": 720}, {"parents": "pretentious", "finance": "inconv", "row_count": 720}, {"parents": "usual", "finance": "convenient", "row_count": 720}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8fd041fb64b9b2ea656c5f3846522e2a196d529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_e84b6f56d800d948 +-- problem_id: v2p_c7_33e2842dc61eee2b +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", COUNT(*) AS row_count +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents", "finance" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdd381813b5b58e271e5bec84a44cd2849f060e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"finance\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\", \"finance\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"finance\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"finance\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"row_count\": 720}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"row_count\": 720}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"row_count\": 720}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"row_count\": 720}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4694d4790a176eb2b6d2b7b05d2e21821203a61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:30:29.010682+00:00", + "ended_at": "2026-05-04T07:30:41.889362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e84b6f56d800d948", + "problem_id": "v2p_c7_33e2842dc61eee2b", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e84b6f56d800d948.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e84b6f56d800d948", + "api_calls": 0, + "input_tokens": 21893, + "cached_input_tokens": 20864, + "output_tokens": 173, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1802, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12834.79, + "sql_execution_elapsed_ms_total": 9.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e84b6f56d800d948\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e939c39fbf32c6f6b9428486dba0862ed9ba7f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e84b6f56d800d948/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:41.870092+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12834.79, "started_at": "2026-05-04T07:30:29.013593+00:00", "ended_at": "2026-05-04T07:30:41.848339+00:00", "prompt_metrics": {"chars": 6563, "bytes_utf8": 6563, "lines": 208, "estimated_tokens": 1802}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21893, "cached_input_tokens": 20864, "output_tokens": 173}, "stderr_preview": "2026-05-04T07:30:29.260493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:31.634848Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cedd4702837b8f7a284bbfa96a8dcdfbcc828417 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-6e75-7623-9c2e-db798946f136"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"children\\\", and condition_value bound to '2'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21863,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72f749bd16bb0124a66cb34ee0dac5cb756d2c3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col and condition_col both bound to \"children\", and condition_value bound to '2'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..705c7f6c037d861f14d29ddfc219f391b32282cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:43.972833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:46.495640Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:56.168094Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80be71da99a5c63458a30fbe9601379425107033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "2", "condition_rate": 1.0}, {"children": "more", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4ded32f5037f0a0bd2fea08dfaa1514077dbeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_e94455cb2d379d46 +-- problem_id: v2p_c7_27f15974b13da5b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83417c2aacdafaf21b5261cba4bc3bd1213398a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"2\", \"condition_rate\": 1.0}, {\"children\": \"more\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c25b8acb9c7cde9f0bd70943321b531ca42c242 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:31:39.937472+00:00", + "ended_at": "2026-05-04T07:31:57.281815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e94455cb2d379d46", + "problem_id": "v2p_c7_27f15974b13da5b8", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e94455cb2d379d46.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e94455cb2d379d46", + "api_calls": 0, + "input_tokens": 21863, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 21985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1772, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17306.8, + "sql_execution_elapsed_ms_total": 7.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e94455cb2d379d46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bd59512014c5ae6bf83f03fb9e45b366e864037 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e94455cb2d379d46/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:57.266670+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17306.8, "started_at": "2026-05-04T07:31:39.942305+00:00", "ended_at": "2026-05-04T07:31:57.249072+00:00", "prompt_metrics": {"chars": 6499, "bytes_utf8": 6499, "lines": 207, "estimated_tokens": 1772}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21863, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:31:43.972833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:46.495640Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, group_col_2=children, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "children", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..162410fa1da58f804996407664006c39f35c0351 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-4d1f-7623-bfe2-e1c6ac3f8dcd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the planned Two-Axis Target Rate Surface template with group_col=\\\"has_nurs\\\", group_col_2=\\\"children\\\", and target_col=\\\"class\\\" for target_value='priority'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21907,"cached_input_tokens":20864,"output_tokens":231}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1ec0149137adb5f790cfd2e78d6bfb695ab122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"children\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the planned Two-Axis Target Rate Surface template with group_col=\"has_nurs\", group_col_2=\"children\", and target_col=\"class\" for target_value='priority'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58a9a6740b19de2af43ec6192a48e70712d00319 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:25.189301Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:27.611803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:39.719008Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfae8cd9dc18650840811bf8ee2d35a8b630fd65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, group_col_2=children, target_col=class. +Result preview: [{"has_nurs": "less_proper", "children": "1", "target_rate": 0.5185185185185185}, {"has_nurs": "less_proper", "children": "2", "target_rate": 0.5185185185185185}, {"has_nurs": "less_proper", "children": "3", "target_rate": 0.5185185185185185}, {"has_nurs": "less_proper", "children": "more", "target_rate": 0.5185185185185185}, {"has_nurs": "proper", "children": "1", "target_rate": 0.5185185185185185}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6f16196a41445ee7790cdce48ffc88fac4f7b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e9784a9cb04a345f +-- problem_id: v2p_c7_0b6c915319f53353 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "children", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "has_nurs", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dc815dfdddb604d3cde3b905da2f4307083b656 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"children\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"has_nurs\", \"children\", \"target_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"children\": \"1\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"less_proper\", \"children\": \"2\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"less_proper\", \"children\": \"3\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"less_proper\", \"children\": \"more\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"1\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"2\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"3\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"more\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"children\": \"1\", \"target_rate\": 0.3950617283950617}, {\"has_nurs\": \"improper\", \"children\": \"2\", \"target_rate\": 0.35802469135802467}, {\"has_nurs\": \"improper\", \"children\": \"3\", \"target_rate\": 0.32098765432098764}, {\"has_nurs\": \"improper\", \"children\": \"more\", \"target_rate\": 0.32098765432098764}, {\"has_nurs\": \"critical\", \"children\": \"1\", \"target_rate\": 0.2716049382716049}, {\"has_nurs\": \"critical\", \"children\": \"2\", \"target_rate\": 0.19753086419753085}, {\"has_nurs\": \"very_crit\", \"children\": \"1\", \"target_rate\": 0.1574074074074074}, {\"has_nurs\": \"critical\", \"children\": \"3\", \"target_rate\": 0.12345679012345678}, {\"has_nurs\": \"critical\", \"children\": \"more\", \"target_rate\": 0.12345679012345678}, {\"has_nurs\": \"very_crit\", \"children\": \"2\", \"target_rate\": 0.09259259259259259}, {\"has_nurs\": \"very_crit\", \"children\": \"3\", \"target_rate\": 0.037037037037037035}, {\"has_nurs\": \"very_crit\", \"children\": \"more\", \"target_rate\": 0.037037037037037035}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e2683d4d3e707766f62381b9f6c6825f907d21a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:41:25.012642+00:00", + "ended_at": "2026-05-04T07:41:40.460372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e9784a9cb04a345f", + "problem_id": "v2p_c7_0b6c915319f53353", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, group_col_2=children, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "children", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e9784a9cb04a345f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e9784a9cb04a345f", + "api_calls": 0, + "input_tokens": 21907, + "cached_input_tokens": 20864, + "output_tokens": 231, + "total_tokens": 22138, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15406.63, + "sql_execution_elapsed_ms_total": 12.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e9784a9cb04a345f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cc26d5fa968965a521cba02ea3151ef0f09b6e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9784a9cb04a345f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:40.440444+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15406.63, "started_at": "2026-05-04T07:41:25.016515+00:00", "ended_at": "2026-05-04T07:41:40.423180+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 207, "estimated_tokens": 1816}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21907, "cached_input_tokens": 20864, "output_tokens": 231}, "stderr_preview": "2026-05-04T07:41:25.189301Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:27.611803Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98d542cd9f293f0db89b5f38091d5800c3f94420 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-5728-72a1-b310-2c89d4d3b0e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"parents\\\",\\n SUM(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"parents\\\"\\n)\\nSELECT \\\"parents\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with both group_col and condition_col bound to \\\"parents\\\", using 'great_pret' as the numerator condition and 'pretentious' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22016,"cached_input_tokens":19840,"output_tokens":220}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d53c31d46e90965113d6fcceae2dad50cdc385e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"parents\",\n SUM(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"parents\"\n)\nSELECT \"parents\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with both group_col and condition_col bound to \"parents\", using 'great_pret' as the numerator condition and 'pretentious' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..292fc553bb89dc267726c7ab7b3b1f9a7ecc09e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:00.100263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:02.533788Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:11.870471Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28dfa8f47c603b731ec28723a6e6989528be160f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "pretentious", "condition_ratio": 0.0}, {"parents": "great_pret", "condition_ratio": null}, {"parents": "usual", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3893598eb312d66604a0949d567f3a2035e43c5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_e9c58897260c684c +-- problem_id: v2p_c7_e385f0bcaba17351 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "parents", + SUM(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "parents" +) +SELECT "parents", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11cefede4a20b8c99ca73beae8835b41e2004d06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"parents\",\n SUM(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"parents\"\n)\nSELECT \"parents\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"parents\\\",\\n SUM(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"parents\\\"\\n)\\nSELECT \\\"parents\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"parents\", \"condition_ratio\"], \"rows\": [{\"parents\": \"pretentious\", \"condition_ratio\": 0.0}, {\"parents\": \"great_pret\", \"condition_ratio\": null}, {\"parents\": \"usual\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f2e0fd2d80c11e5ee73fdb5323c903fc50c8010 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:35:59.916034+00:00", + "ended_at": "2026-05-04T07:36:12.789480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e9c58897260c684c", + "problem_id": "v2p_c7_e385f0bcaba17351", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents.", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_e9c58897260c684c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e9c58897260c684c", + "api_calls": 0, + "input_tokens": 22016, + "cached_input_tokens": 19840, + "output_tokens": 220, + "total_tokens": 22236, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1925, + "estimated_output_tokens": 173, + "estimated_total_tokens": 2098, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12837.56, + "sql_execution_elapsed_ms_total": 8.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_e9c58897260c684c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c4a20fddffb6f1b9eb071cfe3a58864e95da763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_e9c58897260c684c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:12.776113+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12837.56, "started_at": "2026-05-04T07:35:59.919780+00:00", "ended_at": "2026-05-04T07:36:12.756227+00:00", "prompt_metrics": {"chars": 7081, "bytes_utf8": 7081, "lines": 207, "estimated_tokens": 1925}, "response_metrics": {"chars": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 22016, "cached_input_tokens": 19840, "output_tokens": 220}, "stderr_preview": "2026-05-04T07:36:00.100263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:02.533788Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea8daf131febaf856dcea9e8564684e3fb8291ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-5268-70c0-91da-f3d92a398ccc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"form\\\" and condition_col=\\\"form\\\", condition_value='complete'. Since grouping and condition use the same column, the rate will be 1.0 for the 'complete' group and 0.0 for all other form groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21862,"cached_input_tokens":21376,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c92da625bf773ff06c4480fe40e85e424551f80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"form\" and condition_col=\"form\", condition_value='complete'. Since grouping and condition use the same column, the rate will be 1.0 for the 'complete' group and 0.0 for all other form groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6368106d3ac897bfb5ca710045bff0071a05a5e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:53.380641Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:55.767910Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:04.767984Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edd9e379930fcd4b120a9d833687bfcd5b5106f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "complete", "condition_rate": 1.0}, {"form": "incomplete", "condition_rate": 0.0}, {"form": "foster", "condition_rate": 0.0}, {"form": "completed", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..877780adeb4af56a67310d7ba9a56d8a36625c4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_eebc8dcbb7fa270e +-- problem_id: v2p_c7_e75fbaa0eacc6ae8 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e58cc72ae6cb9a1c3c2689b380e9be8162b54ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"form\", \"condition_rate\"], \"rows\": [{\"form\": \"complete\", \"condition_rate\": 1.0}, {\"form\": \"incomplete\", \"condition_rate\": 0.0}, {\"form\": \"foster\", \"condition_rate\": 0.0}, {\"form\": \"completed\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1531dc0aa81327e432bbe7d7d79ce8e636a0bec9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:34:53.164679+00:00", + "ended_at": "2026-05-04T07:35:05.604031+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_eebc8dcbb7fa270e", + "problem_id": "v2p_c7_e75fbaa0eacc6ae8", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=form, condition_col=form.", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_eebc8dcbb7fa270e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_eebc8dcbb7fa270e", + "api_calls": 0, + "input_tokens": 21862, + "cached_input_tokens": 21376, + "output_tokens": 140, + "total_tokens": 22002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1771, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12402.81, + "sql_execution_elapsed_ms_total": 7.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_eebc8dcbb7fa270e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07af17345db6e81e5cacfd8535d48fe0aee15458 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_eebc8dcbb7fa270e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:05.587769+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12402.81, "started_at": "2026-05-04T07:34:53.168739+00:00", "ended_at": "2026-05-04T07:35:05.571720+00:00", "prompt_metrics": {"chars": 6508, "bytes_utf8": 6508, "lines": 207, "estimated_tokens": 1771}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21862, "cached_input_tokens": 21376, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:34:53.380641Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:55.767910Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=health, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b4162111d2944fdaf0bcc6c467a36588ebe89f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-68c3-7143-84b9-938d71706ddc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":20864,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d84d3ff4184e519d54255eeef8dd5436ece23eef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"health\", target_col=\"class\", target_value='very_recom', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f63471930ead546db2336423e145f199a6966f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:43.375195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:45.990975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:56.927845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf6f3bf155ae0555c79e36f37d7647a390e43f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=health, target_col=class. +Result preview: [{"health": "recommended", "support": 4320, "focus_rate": 0.07592592592592592}, {"health": "not_recom", "support": 4320, "focus_rate": 0.0}, {"health": "priority", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e83b7d578b413824e0957126ecf2fed61f936700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f04d4f3e41ed9f95 +-- problem_id: v2p_c7_f7034425d26bf755 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2c447e6bad2527ad371845b59091b98847bff22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"health\", \"support\", \"focus_rate\"], \"rows\": [{\"health\": \"recommended\", \"support\": 4320, \"focus_rate\": 0.07592592592592592}, {\"health\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}, {\"health\": \"priority\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef22a0a75d7230f3fe1fde1816ff0de66df534bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:43:42.961655+00:00", + "ended_at": "2026-05-04T07:43:57.945258+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f04d4f3e41ed9f95", + "problem_id": "v2p_c7_f7034425d26bf755", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=health, target_col=class.", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f04d4f3e41ed9f95.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f04d4f3e41ed9f95", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14729.82, + "sql_execution_elapsed_ms_total": 11.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f04d4f3e41ed9f95\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79839097f98268e22f02434503e51da32595f0b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:57.833776+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14729.82, "started_at": "2026-05-04T07:43:43.057399+00:00", "ended_at": "2026-05-04T07:43:57.786320+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 20864, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:43:43.375195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:45.990975Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3b437bde6d625a5d8f5775fd8531c5bf48fee07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f04d4f3e41ed9f95", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14729.82, + "sql_execution_elapsed_ms_total": 11.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f04d4f3e41ed9f95\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b9b8fd09de938c1b7c8cb71f008bc82015a3277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 205, "estimated_tokens": 1830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 21919, "cached_input_tokens": 19840, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7aa419f70cfe2356a96405eb34860427adaf9741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 137, + "estimated_total_tokens": 1967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.19, + "sql_execution_elapsed_ms_total": 9.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f179f7603646aa72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99393f7f8ea18b83efd7100565a81065209bb97d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:45:36.153240+00:00", + "ended_at": "2026-05-04T07:45:50.212625+00:00", + "elapsed_ms": 14059.19, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 205, + "estimated_tokens": 1830 + }, + "stdout_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 474, + "bytes_utf8": 474, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 21919, + "cached_input_tokens": 19840, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75347b572dbc212462288697dd5c6256c55a8741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa0c3d8a0983d9c6d9b6cab8954a4ddd6c86bcdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-2272-7d11-9d2e-8ca7b772aeb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21919,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90bc2aa3529eb0ab27e17c2085647296ed281e18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"has_nurs\", target_col=\"class\", target_value='priority', min_support=4, top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e73bb977f4204decae32a3a47bb55af4b05cb2de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:36.450854Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:38.939376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:49.351061Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd8640829b0cb9c3989cd782ad304b8305aabc7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class. +Result preview: [{"has_nurs": "less_proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "improper", "support": 2592, "focus_rate": 0.3487654320987654}, {"has_nurs": "critical", "support": 2592, "focus_rate": 0.17901234567901234}, {"has_nurs": "very_crit", "support": 2592, "focus_rate": 0.08101851851851852}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7910d87c406b0566864714594e001dabfe7478a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f179f7603646aa72 +-- problem_id: v2p_c7_24c70db14c254e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ce28e8947c6071156796905406f6b95713d3d7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"has_nurs\", \"support\", \"focus_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"support\": 2592, \"focus_rate\": 0.3487654320987654}, {\"has_nurs\": \"critical\", \"support\": 2592, \"focus_rate\": 0.17901234567901234}, {\"has_nurs\": \"very_crit\", \"support\": 2592, \"focus_rate\": 0.08101851851851852}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae023a749f1458110b0f9fe49247ab05882a0017 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:45:36.150083+00:00", + "ended_at": "2026-05-04T07:45:50.247260+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f179f7603646aa72", + "problem_id": "v2p_c7_24c70db14c254e40", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f179f7603646aa72.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 137, + "estimated_total_tokens": 1967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.19, + "sql_execution_elapsed_ms_total": 9.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f179f7603646aa72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbcc0794512401fef69a9c6836f2bdcce79c02af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:50.230938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14059.19, "started_at": "2026-05-04T07:45:36.153240+00:00", "ended_at": "2026-05-04T07:45:50.212625+00:00", "prompt_metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 205, "estimated_tokens": 1830}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 21919, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:45:36.450854Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:38.939376Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, top_k=16.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..388a62aef7b21599f9ebf758a870bb108379710f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 137, + "estimated_total_tokens": 1967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.19, + "sql_execution_elapsed_ms_total": 9.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f179f7603646aa72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..179b70fe79d002cd480e338de631698b22204940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": 1816}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21907, "cached_input_tokens": 20864, "output_tokens": 145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0e8e81aa4571ffc2a2c23317f413d66f2e2fd6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f234916452ee3a46", + "api_calls": 0, + "input_tokens": 21907, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11956.93, + "sql_execution_elapsed_ms_total": 12.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f234916452ee3a46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bcf05f6de67356e242a5bfdc27073e0b07c6384 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:41:01.785688+00:00", + "ended_at": "2026-05-04T07:41:13.742729+00:00", + "elapsed_ms": 11956.93, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 207, + "estimated_tokens": 1816 + }, + "stdout_metrics": { + "chars": 820, + "bytes_utf8": 820, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 21907, + "cached_input_tokens": 20864, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c347fc98099257e3176d8042a1f5f3f73c6f075 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=has_nurs, group_col_2=form, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b64ffe294507c300c16f282957f7f1c386acb84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-f263-7c10-aa5c-8380adf028e6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"has_nurs\\\", group_col_2=\\\"form\\\", target_col=\\\"class\\\", and target_value='not_recom'. SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21907,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25a8bae635a5a816780e9159d9809b18435a9c3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"form\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"form\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"has_nurs\", group_col_2=\"form\", target_col=\"class\", and target_value='not_recom'. SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd07c5d060d8530a8299dd33957e37dca42de0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:01.998012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:04.417782Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:13.037740Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c834f35aeb77c41a1a95afa98dffbbc8faff063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=has_nurs, group_col_2=form, target_col=class. +Result preview: [{"has_nurs": "critical", "form": "complete", "target_rate": 0.3333333333333333}, {"has_nurs": "critical", "form": "completed", "target_rate": 0.3333333333333333}, {"has_nurs": "critical", "form": "foster", "target_rate": 0.3333333333333333}, {"has_nurs": "critical", "form": "incomplete", "target_rate": 0.3333333333333333}, {"has_nurs": "improper", "form": "complete", "target_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..607246a3d3bf78678595c5e46982e891a1bb590a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_f234916452ee3a46 +-- problem_id: v2p_c7_a0eb7e909c728817 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "has_nurs", "form" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc5a84f40759a5a3931cef8769bc0948d7de70a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"form\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"form\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"form\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"has_nurs\", \"form\", \"target_rate\"], \"rows\": [{\"has_nurs\": \"critical\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"critical\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"critical\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"critical\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"improper\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"less_proper\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"proper\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"complete\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"completed\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"foster\", \"target_rate\": 0.3333333333333333}, {\"has_nurs\": \"very_crit\", \"form\": \"incomplete\", \"target_rate\": 0.3333333333333333}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..352968142d3b310b61e07784458e2982b21ad965 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:41:01.782702+00:00", + "ended_at": "2026-05-04T07:41:13.801560+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f234916452ee3a46", + "problem_id": "v2p_c7_a0eb7e909c728817", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=has_nurs, group_col_2=form, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f234916452ee3a46.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f234916452ee3a46", + "api_calls": 0, + "input_tokens": 21907, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11956.93, + "sql_execution_elapsed_ms_total": 12.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f234916452ee3a46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79cae09416469dae0d6dbd3e8fa7d7aff86f684e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f234916452ee3a46/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:13.760995+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11956.93, "started_at": "2026-05-04T07:41:01.785688+00:00", "ended_at": "2026-05-04T07:41:13.742729+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": 1816}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21907, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T07:41:01.998012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:04.417782Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a05770e4cdbfa748548e449329e66ad5a654450e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-a4c0-70c3-b54c-aae87c0ad3de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"children\\\", entity_col=\\\"children\\\", predicate_col=\\\"health\\\", predicate_op=\\\"=\\\", predicate_value='priority', and top_k=18. Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":21376,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bfb26bbf42d595bc5ea0e6bd1935c626624152c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 18;","notes":"Applied the provided template exactly with group_col=\"children\", entity_col=\"children\", predicate_col=\"health\", predicate_op=\"=\", predicate_value='priority', and top_k=18. Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd98588de882211132117c4d0c1201775e9cfe6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:05.136894Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:07.464396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:15.307816Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2beec8ff72898d4ec14c3a0ae51b5de90908b705 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children. +Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..17a91afeaef87ce84370143f23eef1269a06e5dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_f46706dd02b01c38 +-- problem_id: v2p_c7_6904e08318d3918a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38a948044265932aa661b810113668239369abc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2f36db1b5ea841eec72ded4acb17e1402aa146f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:57:04.973364+00:00", + "ended_at": "2026-05-04T07:57:16.172200+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f46706dd02b01c38", + "problem_id": "v2p_c7_6904e08318d3918a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f46706dd02b01c38.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f46706dd02b01c38", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 21376, + "output_tokens": 125, + "total_tokens": 22004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1899, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11163.14, + "sql_execution_elapsed_ms_total": 6.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f46706dd02b01c38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6984ded217604e5adf818f1a69c2651e36520a4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:16.157706+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11163.14, "started_at": "2026-05-04T07:57:04.976593+00:00", "ended_at": "2026-05-04T07:57:16.139981+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21879, "cached_input_tokens": 21376, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:57:05.136894Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:07.464396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8181ae17c2d62e836dabfbd7b00136675e44a812 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-273c-7be0-84d8-20f8aed2747f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\" as bound. This yields a trivial self-rate by class, so the \\\"not_recom\\\" group will have rate 1 and other class groups 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":20864,"output_tokens":203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2de419cd2d3d425f3fdae3e8325d44bc181f2ded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\" as bound. This yields a trivial self-rate by class, so the \"not_recom\" group will have rate 1 and other class groups 0."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9737e4a571049dc080a4a8e90f75d6abcb2db24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:36.782234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:39.469872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:48.660862Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a6bd2c4c1e605f478a480f29167ad2a69eca58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "not_recom", "condition_rate": 1.0}, {"class": "very_recom", "condition_rate": 0.0}, {"class": "spec_prior", "condition_rate": 0.0}, {"class": "recommend", "condition_rate": 0.0}, {"class": "priority", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00d6db83094df51908b7649cd0b80e1135812610 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f4777c37e57bbd35 +-- problem_id: v2p_c7_fada3812086b8b2b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79aa4e5c9e9ead44bdff54fc1aaaa59042795393 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"not_recom\", \"condition_rate\": 1.0}, {\"class\": \"very_recom\", \"condition_rate\": 0.0}, {\"class\": \"spec_prior\", \"condition_rate\": 0.0}, {\"class\": \"recommend\", \"condition_rate\": 0.0}, {\"class\": \"priority\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb61f7372b54d0bb990db491f2dc3099260ded08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:33:36.574797+00:00", + "ended_at": "2026-05-04T07:33:49.320131+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f4777c37e57bbd35", + "problem_id": "v2p_c7_fada3812086b8b2b", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f4777c37e57bbd35.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f4777c37e57bbd35", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 20864, + "output_tokens": 203, + "total_tokens": 22070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12704.63, + "sql_execution_elapsed_ms_total": 7.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f4777c37e57bbd35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..907fd4fbe4c9a37132e76238f30542bca3c566f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4777c37e57bbd35/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:49.303267+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12704.63, "started_at": "2026-05-04T07:33:36.579758+00:00", "ended_at": "2026-05-04T07:33:49.283979+00:00", "prompt_metrics": {"chars": 6499, "bytes_utf8": 6499, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21867, "cached_input_tokens": 20864, "output_tokens": 203}, "stderr_preview": "2026-05-04T07:33:36.782234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:39.469872Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0585c4b31c845d8ea9a775617561c2bad553946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-8b17-7d60-948a-29cb33051dcc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"parents\\\" and condition_col=\\\"parents\\\". Since the grouping column and condition column are the same, each group's rate is 1 for \\\"great_pret\\\" and 0 for all other parent categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21869,"cached_input_tokens":21376,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a609eee8ad6aadd79248999157da816ea0746a96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"parents\" and condition_col=\"parents\". Since the grouping column and condition column are the same, each group's rate is 1 for \"great_pret\" and 0 for all other parent categories."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76b3a736ce81f76aaaf1c08fb086b9f068b4ec93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:02.342963Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:04.795838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:12.915294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8810a6309ee54c5d2f51b2af710281b0700e4435 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "great_pret", "condition_rate": 1.0}, {"parents": "usual", "condition_rate": 0.0}, {"parents": "pretentious", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d7e1d19f8ae8339c475b14442326921c85bcbbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f4edcb32e619b105 +-- problem_id: v2p_c7_9c7051fb11b36696 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..440eedcaa5d2ea96ea1e4131b6b3d0461b52a4e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"parents\", \"condition_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"condition_rate\": 1.0}, {\"parents\": \"usual\", \"condition_rate\": 0.0}, {\"parents\": \"pretentious\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..736cf65774f076c386209492b7d7a9c3f7ee85d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:34:02.096767+00:00", + "ended_at": "2026-05-04T07:34:14.014855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f4edcb32e619b105", + "problem_id": "v2p_c7_9c7051fb11b36696", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents.", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f4edcb32e619b105.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f4edcb32e619b105", + "api_calls": 0, + "input_tokens": 21869, + "cached_input_tokens": 21376, + "output_tokens": 137, + "total_tokens": 22006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1778, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11877.11, + "sql_execution_elapsed_ms_total": 6.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f4edcb32e619b105\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74cd86abee253347d5054ba549c60d2d8fdc1678 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f4edcb32e619b105/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:13.992184+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11877.11, "started_at": "2026-05-04T07:34:02.100730+00:00", "ended_at": "2026-05-04T07:34:13.972749+00:00", "prompt_metrics": {"chars": 6526, "bytes_utf8": 6526, "lines": 207, "estimated_tokens": 1778}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21869, "cached_input_tokens": 21376, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:34:02.342963Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:04.795838Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=finance, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d49f56357613b249d43dce37c7633c58c7b7d448 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-84e4-75b2-b5c2-fb8a59bc39cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the requested template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10ee56b95f15e91c9a37cab614350fb3d2d6fbec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the requested template with group_col=\"finance\", target_col=\"class\", target_value='priority', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88a61e5fa3be5fcacba7ca0d155483e1326d22d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:45.052164Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:47.469375Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:01.159179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17c01e81bdbe06f83e649a689938d212244ccbcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=finance, target_col=class. +Result preview: [{"finance": "convenient", "support": 6480, "focus_rate": 0.34629629629629627}, {"finance": "inconv", "support": 6480, "focus_rate": 0.31203703703703706}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0bf913d30260cf96c4fab9d8baae06174debfec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f5209204cb7b7bc0 +-- problem_id: v2p_c7_eaee370573e9c00b +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d462b71c834325aa44206345885824c66eed318 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"finance\", \"support\", \"focus_rate\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480, \"focus_rate\": 0.34629629629629627}, {\"finance\": \"inconv\", \"support\": 6480, \"focus_rate\": 0.31203703703703706}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..519c65a161ba02d3050a3a779a795f618f64075a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:42:44.670859+00:00", + "ended_at": "2026-05-04T07:43:06.697324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f5209204cb7b7bc0", + "problem_id": "v2p_c7_eaee370573e9c00b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=finance, target_col=class.", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f5209204cb7b7bc0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5209204cb7b7bc0", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 22089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21987.02, + "sql_execution_elapsed_ms_total": 10.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f5209204cb7b7bc0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c48d49cc0193687086b9f625aa6f329c2de5ed6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:06.681095+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21987.02, "started_at": "2026-05-04T07:42:44.674936+00:00", "ended_at": "2026-05-04T07:43:06.655950+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:42:45.052164Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:47.469375Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the requested template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec59b510af1bb56691c56240488e6ced488622cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5209204cb7b7bc0", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 22089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21987.02, + "sql_execution_elapsed_ms_total": 10.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f5209204cb7b7bc0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7045ec8a8e6b3ceefd7f98e18439a13e3d082a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6513, "bytes_utf8": 6513, "lines": 207, "estimated_tokens": 1774}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21865, "cached_input_tokens": 20864, "output_tokens": 181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb7fb8ab0cb869ab1a5ae8c924b40657b6161dd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f58828366dcf2ead", + "api_calls": 0, + "input_tokens": 21865, + "cached_input_tokens": 20864, + "output_tokens": 181, + "total_tokens": 22046, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1774, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11984.43, + "sql_execution_elapsed_ms_total": 15.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f58828366dcf2ead\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3063442c3c2eda0439e94cc31dbc71b4c932e00d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:33:24.527632+00:00", + "ended_at": "2026-05-04T07:33:36.512116+00:00", + "elapsed_ms": 11984.43, + "prompt_metrics": { + "chars": 6513, + "bytes_utf8": 6513, + "lines": 207, + "estimated_tokens": 1774 + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13276 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21865, + "cached_input_tokens": 20864, + "output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3cee4b1eb34ba37a21f17881fbf1c80966f2281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7493851f9cbb0f9caecd39376556582a56be8d85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-f831-7450-9739-1e884b3a7cf1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"health\\\" and condition_col=\\\"health\\\", condition_value='priority'. This measures the share of rows in each health group whose health equals 'priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21865,"cached_input_tokens":20864,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..326c9125a14e67406866a34c2c3ef10b2a637dba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"health\" and condition_col=\"health\", condition_value='priority'. This measures the share of rows in each health group whose health equals 'priority'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16066507b616cdddd72ff9805bc9399df047d71c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:24.718630Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:27.131684Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:35.690921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..083b766818ea663930ca398e54ca7aadd46a18f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=health, condition_col=health. +Result preview: [{"health": "priority", "condition_rate": 1.0}, {"health": "recommended", "condition_rate": 0.0}, {"health": "not_recom", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7a6325ac2a401784677c630a2de9f87d7157404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f58828366dcf2ead +-- problem_id: v2p_c7_c9e8b10937171de5 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..548181f6f448c9ad71965ce4e2d700378e46de29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"health\", \"condition_rate\"], \"rows\": [{\"health\": \"priority\", \"condition_rate\": 1.0}, {\"health\": \"recommended\", \"condition_rate\": 0.0}, {\"health\": \"not_recom\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..874995229a68bb399a7cbe444ac69d1a508efb90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:33:24.523636+00:00", + "ended_at": "2026-05-04T07:33:36.570534+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f58828366dcf2ead", + "problem_id": "v2p_c7_c9e8b10937171de5", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=health, condition_col=health.", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f58828366dcf2ead.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f58828366dcf2ead", + "api_calls": 0, + "input_tokens": 21865, + "cached_input_tokens": 20864, + "output_tokens": 181, + "total_tokens": 22046, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1774, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11984.43, + "sql_execution_elapsed_ms_total": 15.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f58828366dcf2ead\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24e8fd214912d4c43629bb57a83ecc521cf6b1f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f58828366dcf2ead/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:36.541406+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11984.43, "started_at": "2026-05-04T07:33:24.527632+00:00", "ended_at": "2026-05-04T07:33:36.512116+00:00", "prompt_metrics": {"chars": 6513, "bytes_utf8": 6513, "lines": 207, "estimated_tokens": 1774}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21865, "cached_input_tokens": 20864, "output_tokens": 181}, "stderr_preview": "2026-05-04T07:33:24.718630Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:27.131684Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a46423985599d6be3aab9c567cc49354177614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-324d-73b3-8e37-c7be45eee822"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"children\\\" and condition_col=\\\"children\\\", condition_value='1', on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21864,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cca4fc81b34fa899040c39b3e56d4346bd89be6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"children\" and condition_col=\"children\", condition_value='1', on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61371ed6adcbbd1ddab8b0f826a4eb0a91a1938f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:28.530572Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:31.070901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:38.791256Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b300b9c33fbb81ea07523a9d63b43afcbc9bed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "1", "condition_rate": 1.0}, {"children": "more", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d30e4c1feb5e22f3aeb216439f706b23e39e571b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f5953c0111c8433b +-- problem_id: v2p_c7_323aacd177b783a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..155708cb5ed9581a0372bad0c54ec17c05af0ae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"1\", \"condition_rate\": 1.0}, {\"children\": \"more\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79bbc8ebec9a1c707a83d6f1ddf2966c6dd4635c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:31:28.336362+00:00", + "ended_at": "2026-05-04T07:31:39.935375+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f5953c0111c8433b", + "problem_id": "v2p_c7_323aacd177b783a5", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f5953c0111c8433b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5953c0111c8433b", + "api_calls": 0, + "input_tokens": 21864, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1773, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11559.28, + "sql_execution_elapsed_ms_total": 7.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f5953c0111c8433b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec4828a4e6b81b6000486daf312f9ae1444ec778 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5953c0111c8433b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:39.914316+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11559.28, "started_at": "2026-05-04T07:31:28.338472+00:00", "ended_at": "2026-05-04T07:31:39.899019+00:00", "prompt_metrics": {"chars": 6502, "bytes_utf8": 6502, "lines": 207, "estimated_tokens": 1773}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21864, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:31:28.530572Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:31.070901Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45347451a79a5f5ce28393be224c386af79527d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-2a78-7850-9c9f-51fa293cbb2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"housing\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"housing\\\"\\n)\\nSELECT \\\"housing\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"housing\\\" and condition_col=\\\"housing\\\", comparing 'convenient' to 'critical'. Since the grouped field and conditioned field are the same, each housing group will yield either a positive-only, negative-only, or NULL ratio.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22015,"cached_input_tokens":20864,"output_tokens":239}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b0efaf1e177dd01a434ed6289e407dbf3a7cd49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"housing\",\n SUM(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"housing\"\n)\nSELECT \"housing\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col=\"housing\" and condition_col=\"housing\", comparing 'convenient' to 'critical'. Since the grouped field and conditioned field are the same, each housing group will yield either a positive-only, negative-only, or NULL ratio."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4ec9937e082a9521f55ae0a33269bdceebfed8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:54.204677Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:56.713177Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:06.413939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a05076c2e96431e7100994427bbf10887b1b13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=housing, condition_col=housing. +Result preview: [{"housing": "critical", "condition_ratio": 0.0}, {"housing": "convenient", "condition_ratio": null}, {"housing": "less_conv", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..371172df15808a58629ce22d24b25405b64f401f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_f5a1f5450022af73 +-- problem_id: v2p_c7_3fef1b71f2fa6308 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "housing", + SUM(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "housing" +) +SELECT "housing", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3e298aedbd0048e7af94109323ca6cc5586aad9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"housing\",\n SUM(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"housing\"\n)\nSELECT \"housing\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"housing\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"housing\\\"\\n)\\nSELECT \\\"housing\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"housing\", \"condition_ratio\"], \"rows\": [{\"housing\": \"critical\", \"condition_ratio\": 0.0}, {\"housing\": \"convenient\", \"condition_ratio\": null}, {\"housing\": \"less_conv\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3700b3aa7422b34e4d9278a204eeb77548158b80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:36:53.983961+00:00", + "ended_at": "2026-05-04T07:37:07.367953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f5a1f5450022af73", + "problem_id": "v2p_c7_3fef1b71f2fa6308", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=housing, condition_col=housing.", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f5a1f5450022af73.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5a1f5450022af73", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 20864, + "output_tokens": 239, + "total_tokens": 22254, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 190, + "estimated_total_tokens": 2114, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13342.92, + "sql_execution_elapsed_ms_total": 8.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f5a1f5450022af73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8cc127243ecf8d6c226aebf4e8b69711680be78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f5a1f5450022af73/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:07.350354+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13342.92, "started_at": "2026-05-04T07:36:53.986957+00:00", "ended_at": "2026-05-04T07:37:07.330009+00:00", "prompt_metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 207, "estimated_tokens": 1924}, "response_metrics": {"chars": 779, "bytes_utf8": 779, "lines": 1, "estimated_tokens": 190}, "usage": {"input_tokens": 22015, "cached_input_tokens": 20864, "output_tokens": 239}, "stderr_preview": "2026-05-04T07:36:54.204677Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:56.713177Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c4601779e606eb6bddd4d2b6b13187ab926797 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-b1db-7092-8ce0-093ef064a549"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"social\\\",\\n SUM(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"social\\\"\\n)\\nSELECT \\\"social\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template exactly with group_col and condition_col both bound to \\\"social\\\", positive_value='nonprob', and negative_value='problematic'. NULLIF prevents division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22014,"cached_input_tokens":20864,"output_tokens":235}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ed69970518849fffde69199b8913bdca69338b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"social\",\n SUM(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"social\"\n)\nSELECT \"social\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template exactly with group_col and condition_col both bound to \"social\", positive_value='nonprob', and negative_value='problematic'. NULLIF prevents division by zero."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c9f353dcf8a2fca4625084d9a8d28dcd80af5fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:17.802464Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:20.342846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:30.619527Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a993f806565a03871e7935d39ff13f258b7891ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "problematic", "condition_ratio": 0.0}, {"social": "nonprob", "condition_ratio": null}, {"social": "slightly_prob", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd0fe7e217ec8b19aaa83ed94183f03643e17f40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_f6b91ce37bad0649 +-- problem_id: v2p_c7_b3029fae52af507f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "social", + SUM(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "social" +) +SELECT "social", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3f3eaf1083eb195e83ac1b9c227034d8f4d74d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"social\",\n SUM(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"social\"\n)\nSELECT \"social\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"social\\\",\\n SUM(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"social\\\"\\n)\\nSELECT \\\"social\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"social\", \"condition_ratio\"], \"rows\": [{\"social\": \"problematic\", \"condition_ratio\": 0.0}, {\"social\": \"nonprob\", \"condition_ratio\": null}, {\"social\": \"slightly_prob\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2801f948657c70bf95e0ba0486040464bf00df5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:35:17.585829+00:00", + "ended_at": "2026-05-04T07:35:31.568921+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f6b91ce37bad0649", + "problem_id": "v2p_c7_b3029fae52af507f", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social.", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f6b91ce37bad0649.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f6b91ce37bad0649", + "api_calls": 0, + "input_tokens": 22014, + "cached_input_tokens": 20864, + "output_tokens": 235, + "total_tokens": 22249, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1923, + "estimated_output_tokens": 171, + "estimated_total_tokens": 2094, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13933.95, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f6b91ce37bad0649\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..275d1518e6148c7cbad4f3ae47dbf3673deb6ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6b91ce37bad0649/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:31.547862+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13933.95, "started_at": "2026-05-04T07:35:17.589299+00:00", "ended_at": "2026-05-04T07:35:31.523188+00:00", "prompt_metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 207, "estimated_tokens": 1923}, "response_metrics": {"chars": 681, "bytes_utf8": 681, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 22014, "cached_input_tokens": 20864, "output_tokens": 235}, "stderr_preview": "2026-05-04T07:35:17.802464Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:20.342846Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "spec_prior", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91c1c5c640d110b32757fb59c0a8dca371c68082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-8857-7713-bc2d-7f0e6b0615b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'spec_prior'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"housing\\\" and predicate_col bound to \\\"class\\\" filtering for 'spec_prior'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21848,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fec3eb59ac266305d6a9e42452fd0282c471305 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'spec_prior'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"housing\" and predicate_col bound to \"class\" filtering for 'spec_prior'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4907a5c279861c6c7ceabe20832f94a21c326732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:17.332088Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:19.903876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:28.766025Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27c7ee51289358eba7275a18544a769b58d229d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "critical", "support": 1608}, {"housing": "less_conv", "support": 1384}, {"housing": "convenient", "support": 1052}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a08700063646a53831d45cbf4e965ba7c3560f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_f6efeb827489b33d +-- problem_id: v2p_c7_c79e7a81156cf20f +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'spec_prior' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f12f7b8e892fd02643e39303ec0d8166473d94c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'spec_prior'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'spec_prior'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"critical\", \"support\": 1608}, {\"housing\": \"less_conv\", \"support\": 1384}, {\"housing\": \"convenient\", \"support\": 1052}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec804c7affa07f1ae667179fffa85c7c9a9bcdd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:25:17.148369+00:00", + "ended_at": "2026-05-04T07:25:29.577985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f6efeb827489b33d", + "problem_id": "v2p_c7_c79e7a81156cf20f", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "spec_prior", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_f6efeb827489b33d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f6efeb827489b33d", + "api_calls": 0, + "input_tokens": 21848, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1759, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12395.24, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_f6efeb827489b33d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0365cca8401662c9ca40e5614455f5a436c7674 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_f6efeb827489b33d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:29.564860+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12395.24, "started_at": "2026-05-04T07:25:17.151415+00:00", "ended_at": "2026-05-04T07:25:29.545463+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1759}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21848, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:25:17.332088Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:19.903876Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, group_col_2=children, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "children", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3863bdbfa43b71ee7243b4e0f359a1f42a8663d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-2155-7fe1-a54a-2f3b98cab056"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"has_nurs\\\", group_col_2=\\\"children\\\", target_col=\\\"class\\\", target_value='priority'. Uses only the single table \\\"c7\\\" and SQLite-compatible AVG(CASE WHEN ...) for target rate.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":21376,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5c85722694d46d0e5e676edd7e40101d4595872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"children\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"children\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"has_nurs\", group_col_2=\"children\", target_col=\"class\", target_value='priority'. Uses only the single table \"c7\" and SQLite-compatible AVG(CASE WHEN ...) for target rate."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d40440b802e826156dd66420fccd05493d5d59f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:14.006087Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:16.359070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:23.946684Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20ae2451abf24342ae20b7d7f9720a2cb8c00c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, group_col_2=children, target_col=class. +Result preview: [{"has_nurs": "less_proper", "children": "1", "target_rate": 0.5185185185185185}, {"has_nurs": "less_proper", "children": "2", "target_rate": 0.5185185185185185}, {"has_nurs": "less_proper", "children": "3", "target_rate": 0.5185185185185185}, {"has_nurs": "less_proper", "children": "more", "target_rate": 0.5185185185185185}, {"has_nurs": "proper", "children": "1", "target_rate": 0.5185185185185185}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..922bd6729026a1e120d249754f4a425aa3599071 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_fdb4429ae1bac41b +-- problem_id: v2p_c7_56e76104a69308b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "children", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "has_nurs", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fdc9cc494eab3177f1abdad34e1159ee7265056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"has_nurs\", \"children\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"has_nurs\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"has_nurs\", \"children\", \"target_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"children\": \"1\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"less_proper\", \"children\": \"2\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"less_proper\", \"children\": \"3\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"less_proper\", \"children\": \"more\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"1\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"2\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"3\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"children\": \"more\", \"target_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"children\": \"1\", \"target_rate\": 0.3950617283950617}, {\"has_nurs\": \"improper\", \"children\": \"2\", \"target_rate\": 0.35802469135802467}, {\"has_nurs\": \"improper\", \"children\": \"3\", \"target_rate\": 0.32098765432098764}, {\"has_nurs\": \"improper\", \"children\": \"more\", \"target_rate\": 0.32098765432098764}, {\"has_nurs\": \"critical\", \"children\": \"1\", \"target_rate\": 0.2716049382716049}, {\"has_nurs\": \"critical\", \"children\": \"2\", \"target_rate\": 0.19753086419753085}, {\"has_nurs\": \"very_crit\", \"children\": \"1\", \"target_rate\": 0.1574074074074074}, {\"has_nurs\": \"critical\", \"children\": \"3\", \"target_rate\": 0.12345679012345678}, {\"has_nurs\": \"critical\", \"children\": \"more\", \"target_rate\": 0.12345679012345678}, {\"has_nurs\": \"very_crit\", \"children\": \"2\", \"target_rate\": 0.09259259259259259}, {\"has_nurs\": \"very_crit\", \"children\": \"3\", \"target_rate\": 0.037037037037037035}, {\"has_nurs\": \"very_crit\", \"children\": \"more\", \"target_rate\": 0.037037037037037035}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c23c0e7f8d7a2baacaedff43e443788f338a064 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:41:13.803872+00:00", + "ended_at": "2026-05-04T07:41:25.010959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_fdb4429ae1bac41b", + "problem_id": "v2p_c7_56e76104a69308b8", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, group_col_2=children, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "children", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_fdb4429ae1bac41b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_fdb4429ae1bac41b", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 21376, + "output_tokens": 151, + "total_tokens": 22057, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1815, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1950, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11165.17, + "sql_execution_elapsed_ms_total": 12.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_fdb4429ae1bac41b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31c41375499fb0d63aaec6e1d0f11bf574450fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_fdb4429ae1bac41b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:24.990681+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11165.17, "started_at": "2026-05-04T07:41:13.808529+00:00", "ended_at": "2026-05-04T07:41:24.973454+00:00", "prompt_metrics": {"chars": 6546, "bytes_utf8": 6546, "lines": 207, "estimated_tokens": 1815}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21906, "cached_input_tokens": 21376, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:41:14.006087Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:16.359070Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "has_nurs", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a926002e1251addca2cebace762336e9c4e492f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-c8d0-7122-99c6-8bfcb75fe376"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"has_nurs\\\" on single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21781,"cached_input_tokens":19840,"output_tokens":92}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db35bcb3d5ffe9821a2b15caf04876a8ba6c2d91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"has_nurs\" on single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b320d6fbe9555f7624c009fc2f89ab262d3e7682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:22.768806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:25.294162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:32.902338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7777c6ceb59dbb2cde71eff378cbcf64c80abc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "row_count": 2592}, {"has_nurs": "proper", "row_count": 2592}, {"has_nurs": "less_proper", "row_count": 2592}, {"has_nurs": "improper", "row_count": 2592}, {"has_nurs": "critical", "row_count": 2592}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f012c91e987bbb441e7c6070d13756bd51c822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_feda8a5c1906df20 +-- problem_id: v2p_c7_afb07e91e13f3bac +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS row_count +FROM "c7" +GROUP BY "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04f684a25eceb483fc08cec16f00a10045ba0298 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"has_nurs\", \"row_count\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"row_count\": 2592}, {\"has_nurs\": \"proper\", \"row_count\": 2592}, {\"has_nurs\": \"less_proper\", \"row_count\": 2592}, {\"has_nurs\": \"improper\", \"row_count\": 2592}, {\"has_nurs\": \"critical\", \"row_count\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54a65da9db731d4ed142a420c152735f05b96d5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:23:22.528691+00:00", + "ended_at": "2026-05-04T07:23:33.914508+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_feda8a5c1906df20", + "problem_id": "v2p_c7_afb07e91e13f3bac", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_feda8a5c1906df20.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_feda8a5c1906df20", + "api_calls": 0, + "input_tokens": 21781, + "cached_input_tokens": 19840, + "output_tokens": 92, + "total_tokens": 21873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1690, + "estimated_output_tokens": 76, + "estimated_total_tokens": 1766, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11320.89, + "sql_execution_elapsed_ms_total": 12.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_feda8a5c1906df20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a781095a39db268bd0428b3e8fe1462a89b559f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_feda8a5c1906df20/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:33.891075+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11320.89, "started_at": "2026-05-04T07:23:22.535076+00:00", "ended_at": "2026-05-04T07:23:33.854689+00:00", "prompt_metrics": {"chars": 6161, "bytes_utf8": 6161, "lines": 202, "estimated_tokens": 1690}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": 76}, "usage": {"input_tokens": 21781, "cached_input_tokens": 19840, "output_tokens": 92}, "stderr_preview": "2026-05-04T07:23:22.768806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:25.294162Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42c2a7bdf1a93e3addf3b893e7cae4c24edfa15a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-ce04-7ee2-ad4f-449fdc7ed8a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":2432,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33fd1ca2f37c50a75120d0a2a52695d0eaa5da6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='very_recom', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0042661ebfdbb5ac92408cc5f3833b62f32dd113 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:20.345602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:23.100377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:32.303861Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b0fcf08aeeb9a5f2093ba917853fe71502757bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.04567901234567901}, {"children": "2", "support": 3240, "focus_rate": 0.030864197530864196}, {"children": "3", "support": 3240, "focus_rate": 0.012345679012345678}, {"children": "more", "support": 3240, "focus_rate": 0.012345679012345678}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71bd07653f57cb64e6a8b59ad54e7a5bd14758a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_ffa0203cca39551b +-- problem_id: v2p_c7_5086ef1e4f37c04b +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42c3e681f2527f691aa582488ec87dc9862bcc2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.04567901234567901}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.030864197530864196}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f99a4ab7c595cc66b68832430907ae288852e116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "c7", + "started_at": "2026-05-04T07:46:20.161696+00:00", + "ended_at": "2026-05-04T07:46:35.065910+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ffa0203cca39551b", + "problem_id": "v2p_c7_5086ef1e4f37c04b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\sql\\v2q_c7_ffa0203cca39551b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ffa0203cca39551b", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 2432, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14865.82, + "sql_execution_elapsed_ms_total": 8.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_ffa0203cca39551b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4aea3979c82040b8b4ca1916ccd9eb97d9369401 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:35.037742+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14865.82, "started_at": "2026-05-04T07:46:20.165390+00:00", "ended_at": "2026-05-04T07:46:35.031710+00:00", "prompt_metrics": {"chars": 6590, "bytes_utf8": 6590, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 2432, "output_tokens": 149}, "stderr_preview": "2026-05-04T07:46:20.345602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:23.100377Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8154e97dd27a6cac50cb535a28a39ecda6dd0662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ffa0203cca39551b", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 2432, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14865.82, + "sql_execution_elapsed_ms_total": 8.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\c7\\artifacts\\v2q_c7_ffa0203cca39551b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_002e0beee7a556ba.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_002e0beee7a556ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9297d73df49ba930fcd411e18ba5f528c1d2cfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_002e0beee7a556ba.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_002e0beee7a556ba +-- problem_id: v2p_c7_c9f779b74a97be0e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_00a90c78464b449e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_00a90c78464b449e.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd49fc1d6383e8f03927e33485ec76a699f717c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_00a90c78464b449e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_00a90c78464b449e +-- problem_id: v2p_c7_7c4ff8a308af5002 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_00d7c4572902d575.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_00d7c4572902d575.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f0d71335894a8c67812f5150634190b5a9050c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_00d7c4572902d575.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_00d7c4572902d575 +-- problem_id: v2p_c7_3cab71caf4a5db08 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_02ae4f76f7745eed.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_02ae4f76f7745eed.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8c0feb1795a42fc4c70aba5a896fa100a9991b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_02ae4f76f7745eed.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_02ae4f76f7745eed +-- problem_id: v2p_c7_0182f97b82dab147 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_02e0efeead8a09fb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_02e0efeead8a09fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8bab81b0d1c3e986709b9d7eb601f0ef7e5a98a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_02e0efeead8a09fb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_02e0efeead8a09fb +-- problem_id: v2p_c7_d73093c2f09b0000 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", COUNT(*) AS row_count +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "parents", "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_04223e355625648d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_04223e355625648d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6128153a4995ce1282e89cd6de877a15c0badf18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_04223e355625648d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_04223e355625648d +-- problem_id: v2p_c7_46df379f83ed34ce +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_05c82c946434fc15.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_05c82c946434fc15.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8b03653cd466060d58c372ca366f68194c0eb5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_05c82c946434fc15.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_05c82c946434fc15 +-- problem_id: v2p_c7_d42de31f78294813 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "form" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_08946c979c78e6ff.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_08946c979c78e6ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b7446e070949c427a328d26e4c282685aeb6a44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_08946c979c78e6ff.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_08946c979c78e6ff +-- problem_id: v2p_c7_caa92c46368ffdb0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "social" +ORDER BY support ASC, "parents", "social" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_09b9d805092a47a6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_09b9d805092a47a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe850f6432ebbfa478b3153bed038bcae91ff43b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_09b9d805092a47a6.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_09b9d805092a47a6 +-- problem_id: v2p_c7_9ed14ffec978a009 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_0f5557485e877cb7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_0f5557485e877cb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc43b73a45b157336174b1379282c3c8de009db2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_0f5557485e877cb7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_0f5557485e877cb7 +-- problem_id: v2p_c7_6615b70dee682dd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_120a18f6f602f85e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_120a18f6f602f85e.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe3e943d574e75a54bc5ac6e6c5c32a56c6f5e32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_120a18f6f602f85e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_120a18f6f602f85e +-- problem_id: v2p_c7_eadca54579b96b33 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1225a108b86a4252.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1225a108b86a4252.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a58de1f2c51bb3d753985cb979fe69f4ecd0557 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1225a108b86a4252.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_1225a108b86a4252 +-- problem_id: v2p_c7_473395ff973fc041 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", COUNT(*) AS "row_count" +FROM "c7" +WHERE "has_nurs" = 'less_proper' +GROUP BY "parents", "form" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_186da27d4b4d29fb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_186da27d4b4d29fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9bbca159afe6a360a55fbf85515452d2b0e6116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_186da27d4b4d29fb.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_186da27d4b4d29fb +-- problem_id: v2p_c7_b14640702e75dc1d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "finance", + SUM(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "finance" +) +SELECT "finance", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_189816d0ee3318b4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_189816d0ee3318b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..94bdb3ca16ecf776db5f625d15c96349ef4fb5fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_189816d0ee3318b4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_189816d0ee3318b4 +-- problem_id: v2p_c7_63dec50ecaa7839b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_19656a865f1e1ef8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_19656a865f1e1ef8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e554ebf1f1f77e803d4fe8303bcc34be18013f9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_19656a865f1e1ef8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_19656a865f1e1ef8 +-- problem_id: v2p_c7_89f587d7fc02f000 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1be76d751663831a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1be76d751663831a.sql new file mode 100644 index 0000000000000000000000000000000000000000..63309df6733fc6f49f9bfc10f08f8e4e780cb9a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1be76d751663831a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_1be76d751663831a +-- problem_id: v2p_c7_ee8eb9f0861a0f98 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1c9dfba8f4896719.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1c9dfba8f4896719.sql new file mode 100644 index 0000000000000000000000000000000000000000..61309e47cba3c42ebe0d271e2e27b60119aa8e82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_1c9dfba8f4896719.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_1c9dfba8f4896719 +-- problem_id: v2p_c7_faf09c780303d841 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "social" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "social" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_20453c69ed4b2366.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_20453c69ed4b2366.sql new file mode 100644 index 0000000000000000000000000000000000000000..534701189d244072de0f18e105ea5f91026fe775 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_20453c69ed4b2366.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_20453c69ed4b2366 +-- problem_id: v2p_c7_ea442dc2f68183f9 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2251b037d8d0a23f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2251b037d8d0a23f.sql new file mode 100644 index 0000000000000000000000000000000000000000..560356dee0febb479162e807435c22ad60fadbf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2251b037d8d0a23f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_2251b037d8d0a23f +-- problem_id: v2p_c7_42c0deb0ca8b66c1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_266001478b2634d4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_266001478b2634d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd40c314c699953622a5780f3368aecb73438137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_266001478b2634d4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_266001478b2634d4 +-- problem_id: v2p_c7_736ebf07d1482ff1 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "has_nurs", "form" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_282e23d3e0cdf8bd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_282e23d3e0cdf8bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..de6452660c82289863b7b8c6b881ab51f60c82e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_282e23d3e0cdf8bd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_282e23d3e0cdf8bd +-- problem_id: v2p_c7_9a00c848f36336fd +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_286a43ccaf40f4e4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_286a43ccaf40f4e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd06b0661d0dd3077938b85330c190dd6eaaafbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_286a43ccaf40f4e4.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_286a43ccaf40f4e4 +-- problem_id: v2p_c7_50dd2c19fb7cc60b +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_288cd10bd82883e8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_288cd10bd82883e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..95dac134819bdf665a97a7fac3d942654d842f47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_288cd10bd82883e8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_288cd10bd82883e8 +-- problem_id: v2p_c7_c88f77efa0572dc0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_29cb97193d9daf86.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_29cb97193d9daf86.sql new file mode 100644 index 0000000000000000000000000000000000000000..fceb54905ca073951e6c35cc3680fc1472b2b7e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_29cb97193d9daf86.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_29cb97193d9daf86 +-- problem_id: v2p_c7_e35eb47e4ad3d76b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2dfc79f2929fa4e3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2dfc79f2929fa4e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..b00b591792f663324f342311fe35de023ae5b4a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2dfc79f2929fa4e3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_2dfc79f2929fa4e3 +-- problem_id: v2p_c7_13ed2b2f4495913d +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2f0bfc5966d4ff22.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2f0bfc5966d4ff22.sql new file mode 100644 index 0000000000000000000000000000000000000000..29b411710a5d9f3c86168561ea1bca5a1d19098e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_2f0bfc5966d4ff22.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_2f0bfc5966d4ff22 +-- problem_id: v2p_c7_c29b8fc82827c363 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_30d69991dd706537.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_30d69991dd706537.sql new file mode 100644 index 0000000000000000000000000000000000000000..18760ef23cd16f2ae487a2a4757385b947617130 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_30d69991dd706537.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_30d69991dd706537 +-- problem_id: v2p_c7_0d6a3ea96a8a409b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "c7" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_343abcd9ed4d66a7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_343abcd9ed4d66a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..8170ee71afaf7941478e36c8a0771533a6a11935 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_343abcd9ed4d66a7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_343abcd9ed4d66a7 +-- problem_id: v2p_c7_b1a3c1c9be058e5f +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_34632fd49e4f4d69.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_34632fd49e4f4d69.sql new file mode 100644 index 0000000000000000000000000000000000000000..b71922c6127252be1634a42e3b1c18c7095ddef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_34632fd49e4f4d69.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_34632fd49e4f4d69 +-- problem_id: v2p_c7_8d6a85f0e57fa5ab +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_34916cf637a76430.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_34916cf637a76430.sql new file mode 100644 index 0000000000000000000000000000000000000000..753901f17dbb752194214d981e052889e5c0f02a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_34916cf637a76430.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_34916cf637a76430 +-- problem_id: v2p_c7_871c38d997878d9e +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3545067090d3093d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3545067090d3093d.sql new file mode 100644 index 0000000000000000000000000000000000000000..2163813ef1e59a242a96ae6bed10b9cf39fbdb12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3545067090d3093d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_3545067090d3093d +-- problem_id: v2p_c7_6320ff83662472d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3897abdac4660d1b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3897abdac4660d1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c88c6a509f0befae9b3aaa927f112150c4518b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3897abdac4660d1b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_3897abdac4660d1b +-- problem_id: v2p_c7_7110b0bb08cafc96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "has_nurs" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "has_nurs" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_38fac02f23f49940.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_38fac02f23f49940.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2d5a3577e3e81c686b2c724ea8683f6d655926f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_38fac02f23f49940.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_38fac02f23f49940 +-- problem_id: v2p_c7_f537b053db3ed2ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3a1363dd3780696b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3a1363dd3780696b.sql new file mode 100644 index 0000000000000000000000000000000000000000..80b4378d678be76ddc02d90ead865708f7841cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3a1363dd3780696b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_3a1363dd3780696b +-- problem_id: v2p_c7_deee68ef04675ac0 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS row_count +FROM "c7" +GROUP BY "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3a1630c7003f79c7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3a1630c7003f79c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a524cc833f08c439a9c46a866356a8d4c6eaabd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3a1630c7003f79c7.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3a1630c7003f79c7 +-- problem_id: v2p_c7_472e1bbdf90ac89c +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3ecd7fc2c59da469.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3ecd7fc2c59da469.sql new file mode 100644 index 0000000000000000000000000000000000000000..53a6bd52835e9832fe6d4bafcd9aefcbff57d73d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_3ecd7fc2c59da469.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3ecd7fc2c59da469 +-- problem_id: v2p_c7_b1b38ce4e8d409d0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_44e396bdec5d7e56.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_44e396bdec5d7e56.sql new file mode 100644 index 0000000000000000000000000000000000000000..388eb9018bee67efdfdb5ceca35fd2df086ba18d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_44e396bdec5d7e56.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_44e396bdec5d7e56 +-- problem_id: v2p_c7_3a75357a6652f33e +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", COUNT(*) AS row_count +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "has_nurs", "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_451ade725c29940e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_451ade725c29940e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8e866db547bf0de9a50f11412d6558203c57085 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_451ade725c29940e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_451ade725c29940e +-- problem_id: v2p_c7_f6898444098f7fa0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_456f2bab0cb41f8d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_456f2bab0cb41f8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d42ef8c7a28b375ede76900befa778cb84343d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_456f2bab0cb41f8d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_456f2bab0cb41f8d +-- problem_id: v2p_c7_d70e42783fed8e80 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_458518cc89d1cd21.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_458518cc89d1cd21.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8a73431ebc79f4c285a136e03567117975fe547 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_458518cc89d1cd21.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_458518cc89d1cd21 +-- problem_id: v2p_c7_38514484d1da94c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_45bdcb20a923f287.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_45bdcb20a923f287.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d851e4af2cc2ec9e6cacf52e810bc3166fef480 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_45bdcb20a923f287.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_45bdcb20a923f287 +-- problem_id: v2p_c7_32690cf5defbcc4d +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", COUNT(*) AS row_count +FROM "c7" +WHERE "form" = 'foster' +GROUP BY "parents", "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0941f6c2918cf312bd5d160f0f79c6a6a356e1f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_4653dc2dc0e17c0c +-- problem_id: v2p_c7_4af9f5df9f0ac55a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "social" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "social" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_478f0759a8dfeb99.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_478f0759a8dfeb99.sql new file mode 100644 index 0000000000000000000000000000000000000000..e72328a31d47c89b02b6a857e777e6e6268ecf18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_478f0759a8dfeb99.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_478f0759a8dfeb99 +-- problem_id: v2p_c7_2335688b83690b99 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_483c0da2169bb7de.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_483c0da2169bb7de.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ffac1c68fcb408460d5c7265c9579a2f05fcb6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_483c0da2169bb7de.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_483c0da2169bb7de +-- problem_id: v2p_c7_f9d158a2a56541da +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4a8f31a6915521c9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4a8f31a6915521c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..1aaf5fce1018c1ba1e8723d26076c5332dfa5614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4a8f31a6915521c9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_4a8f31a6915521c9 +-- problem_id: v2p_c7_57c154ce9c2e7ade +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "has_nurs" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "has_nurs" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4a9ffa4e207f244c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4a9ffa4e207f244c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab63529ede4eee5ce276266e776b6c2228341be6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4a9ffa4e207f244c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_4a9ffa4e207f244c +-- problem_id: v2p_c7_e9856c35128457f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "form" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4abfa49cb2e70f68.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4abfa49cb2e70f68.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fc369d4da5c346fb24d3640c8f04e1de2edd49f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4abfa49cb2e70f68.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_4abfa49cb2e70f68 +-- problem_id: v2p_c7_9a5a72e64b1835e8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4bfd59e06f6efacb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4bfd59e06f6efacb.sql new file mode 100644 index 0000000000000000000000000000000000000000..4fd23ef8126847176b134d01a33d880946d66cca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4bfd59e06f6efacb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4bfd59e06f6efacb +-- problem_id: v2p_c7_89ff6e58b984ee2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4c3579237653213a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4c3579237653213a.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f7b98db50c7015ad790fd3de9e858cd9db062ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4c3579237653213a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4c3579237653213a +-- problem_id: v2p_c7_f4f2b10420fafeb8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4cb8c58e7e989b02.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4cb8c58e7e989b02.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f15f9414a0e57cc666f8115cb6459b01022b027 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4cb8c58e7e989b02.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_4cb8c58e7e989b02 +-- problem_id: v2p_c7_801ae1bd7ed64bf3 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'very_crit' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4f168e725800828a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4f168e725800828a.sql new file mode 100644 index 0000000000000000000000000000000000000000..01ff19893ae6ce74a4f03cbd4510373c512062c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4f168e725800828a.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_4f168e725800828a +-- problem_id: v2p_c7_ecde290cadd71b12 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "has_nurs", + SUM(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "has_nurs" +) +SELECT "has_nurs", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4ffbe6ac4d9aac70.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4ffbe6ac4d9aac70.sql new file mode 100644 index 0000000000000000000000000000000000000000..3577a4235cf6eaacc772013019603831e2a7ef4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_4ffbe6ac4d9aac70.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_4ffbe6ac4d9aac70 +-- problem_id: v2p_c7_0f15320fa0e3ddd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_50b55dc9e9635ffa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_50b55dc9e9635ffa.sql new file mode 100644 index 0000000000000000000000000000000000000000..620f35fcce01bd4542c2486e0934ffc9fabd15a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_50b55dc9e9635ffa.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_50b55dc9e9635ffa +-- problem_id: v2p_c7_74bde188fc7482a2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5202446d2ca6f53a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5202446d2ca6f53a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a746e942f18e5a0250b23d3a0bb4cca09294f010 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5202446d2ca6f53a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_5202446d2ca6f53a +-- problem_id: v2p_c7_97cff2d45e9132dd +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS distinct_entities +FROM "c7" +GROUP BY "housing" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5267639a19f53fc3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5267639a19f53fc3.sql new file mode 100644 index 0000000000000000000000000000000000000000..947c9481ba98b51eff781917ea5bb06f4c2964db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5267639a19f53fc3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_5267639a19f53fc3 +-- problem_id: v2p_c7_fc1b910f58c13a39 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'very_crit' +GROUP BY "social" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_58ab570733a1808c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_58ab570733a1808c.sql new file mode 100644 index 0000000000000000000000000000000000000000..951271c3f1191a57a556c3c9067481dcd1e29a96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_58ab570733a1808c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_58ab570733a1808c +-- problem_id: v2p_c7_004b55522e8de32c +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_59a6b1c3d483a564.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_59a6b1c3d483a564.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d4c6dc86694c017d836cf122cb10a9b7d2dfde5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_59a6b1c3d483a564.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_59a6b1c3d483a564 +-- problem_id: v2p_c7_8c46557d50b55f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS distinct_entities +FROM "c7" +WHERE "form" = 'completed' +GROUP BY "form" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5aecb519038661b8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5aecb519038661b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf9b5382ea2a611c3c987fc94a2aa5869451d68c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5aecb519038661b8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_5aecb519038661b8 +-- problem_id: v2p_c7_38077a9403f1762d +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5eb1b862880fba7c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5eb1b862880fba7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..c377fc9047c25b31b41b80207d00e99b27b8ab1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5eb1b862880fba7c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_5eb1b862880fba7c +-- problem_id: v2p_c7_bf38ba3c8630d52a +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5f0bb819e427464e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5f0bb819e427464e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f44447b93b2f9a5e640168e167e6e5fa7929f3ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5f0bb819e427464e.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_5f0bb819e427464e +-- problem_id: v2p_c7_87d6533654a95226 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "health" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "health" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5f1acee5e375de8d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5f1acee5e375de8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd0c25501a4c7e169d56c0d2783ef9bb0548e83d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_5f1acee5e375de8d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_5f1acee5e375de8d +-- problem_id: v2p_c7_a33a8c003f88fae6 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS row_count +FROM "c7" +GROUP BY "finance" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_604dc497b03499ba.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_604dc497b03499ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..e98eeb08daa5b0098c05ef0e751a6c2ecace612f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_604dc497b03499ba.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_604dc497b03499ba +-- problem_id: v2p_c7_b7e4a1603b974c5d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6127f0a53ab6b837.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6127f0a53ab6b837.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4ccf508049b09c9fee1edc67d3c6ee11ea1390f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6127f0a53ab6b837.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6127f0a53ab6b837 +-- problem_id: v2p_c7_4ba0bf8470fa5873 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "form" +ORDER BY support ASC, "parents", "form" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_61d7cbef626c8071.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_61d7cbef626c8071.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a0183955a13e7e49c8bdc4a93dbbdf06b028bd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_61d7cbef626c8071.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_61d7cbef626c8071 +-- problem_id: v2p_c7_ced35153907e1a90 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_621ce724df26c743.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_621ce724df26c743.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3f9212932f4773852d74f5d55a6e5140666272e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_621ce724df26c743.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_621ce724df26c743 +-- problem_id: v2p_c7_438458ef0634daf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_651e14f7e6a91255.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_651e14f7e6a91255.sql new file mode 100644 index 0000000000000000000000000000000000000000..18875b7922dee6c63acb4f23573e8962891d528f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_651e14f7e6a91255.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_651e14f7e6a91255 +-- problem_id: v2p_c7_3f490521bbe330eb +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_67212cab8e25cea8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_67212cab8e25cea8.sql new file mode 100644 index 0000000000000000000000000000000000000000..92f2e56b1661755828c7d4b4d5c6e5d353606efe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_67212cab8e25cea8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_67212cab8e25cea8 +-- problem_id: v2p_c7_63ebcfbdb9e6cc09 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_675a3416cb604da0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_675a3416cb604da0.sql new file mode 100644 index 0000000000000000000000000000000000000000..c660ecbfa34830c28beae83e8b9a79bd93899acd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_675a3416cb604da0.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_675a3416cb604da0 +-- problem_id: v2p_c7_5499bb3cb111f2b9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_686319d54e159b5e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_686319d54e159b5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e787879b1f557d53f0eeffcca20db573a29a0ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_686319d54e159b5e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_686319d54e159b5e +-- problem_id: v2p_c7_75e99e7f670028d5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "health" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "health" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6948484cf31ceb8e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6948484cf31ceb8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8621bcf0bfa4941f05d84b43669dd68765f51683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6948484cf31ceb8e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6948484cf31ceb8e +-- problem_id: v2p_c7_74cb7e40637fc696 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69b2b59f65d9e955.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69b2b59f65d9e955.sql new file mode 100644 index 0000000000000000000000000000000000000000..92e069b56ff0a97d3f0531d38e2574968c451cbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69b2b59f65d9e955.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_69b2b59f65d9e955 +-- problem_id: v2p_c7_522ef4177aa600db +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69c8e274ab8724c1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69c8e274ab8724c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..096d478ceefdead731c8fc88a22707ce9fe398e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69c8e274ab8724c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_69c8e274ab8724c1 +-- problem_id: v2p_c7_552f2090700ce248 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69f6c4f7a8e2cef1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69f6c4f7a8e2cef1.sql new file mode 100644 index 0000000000000000000000000000000000000000..33d71b3f41754a71aef7c4fd910ff579d472340d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_69f6c4f7a8e2cef1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_69f6c4f7a8e2cef1 +-- problem_id: v2p_c7_6bba864e7efde825 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "children", "health" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6aee8a3481a336dc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6aee8a3481a336dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..48b144ba7fc867eb70223ec53dbec25ef7224f0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6aee8a3481a336dc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_6aee8a3481a336dc +-- problem_id: v2p_c7_9f69da41a9e74f66 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6b2a5e687ed3c8ee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6b2a5e687ed3c8ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..8dd80aae60635851724068d07bcd8221feba2d21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6b2a5e687ed3c8ee.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_6b2a5e687ed3c8ee +-- problem_id: v2p_c7_f6fc1a5948de0c37 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "form", + SUM(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "form" +) +SELECT "form", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6c222973429fdd02.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6c222973429fdd02.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9293dc7b9de5ae2fefa4678f35b361788abedc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6c222973429fdd02.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_6c222973429fdd02 +-- problem_id: v2p_c7_9e76b320e647c4d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "form" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6caca38b27f9a8d6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6caca38b27f9a8d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..f21e3438c6e2725999b56e715ba876a805c027c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6caca38b27f9a8d6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_6caca38b27f9a8d6 +-- problem_id: v2p_c7_5a3469515e263a24 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS "distinct_entities" +FROM "c7" +GROUP BY "children" +ORDER BY "distinct_entities" DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6d05cc34612067a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6d05cc34612067a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..beff642d6ac7f7a11dfb276396dc466823901f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6d05cc34612067a5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_6d05cc34612067a5 +-- problem_id: v2p_c7_b8207c08b2586832 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6d7e0461e1535c32.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6d7e0461e1535c32.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3ab648ceb32473a1787af84ed2543bf93052124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6d7e0461e1535c32.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6d7e0461e1535c32 +-- problem_id: v2p_c7_31caea30ff623c9c +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6fa58ab76412f314.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6fa58ab76412f314.sql new file mode 100644 index 0000000000000000000000000000000000000000..4229127ab3df0b12ab8ff19f8f5b4c23be989ac6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_6fa58ab76412f314.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6fa58ab76412f314 +-- problem_id: v2p_c7_acbd1fe68ce6329f +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_70d202c71f0450e1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_70d202c71f0450e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c3cb92e42d68bac3b10c49470cba4ccc4f99144 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_70d202c71f0450e1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_70d202c71f0450e1 +-- problem_id: v2p_c7_d9e9f58225377b6c +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_724a3e89f9da569a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_724a3e89f9da569a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c83303bd988e978ab3c9a0369ab2771778b2d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_724a3e89f9da569a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_724a3e89f9da569a +-- problem_id: v2p_c7_6bb0d29198bab552 +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_73f783358e0cd083.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_73f783358e0cd083.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c699e5899dc777e1b61cb1a17c8e6d8650eaf03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_73f783358e0cd083.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_73f783358e0cd083 +-- problem_id: v2p_c7_8f95f6d2d89cead3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_75c675244e61d9d3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_75c675244e61d9d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfc4695370e405452f596e08b7b0f9afeabf1b65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_75c675244e61d9d3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_75c675244e61d9d3 +-- problem_id: v2p_c7_8b41aa0ff11ba989 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_767981fbdd27a347.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_767981fbdd27a347.sql new file mode 100644 index 0000000000000000000000000000000000000000..209ee155388bf4f374a0818ee593cd442788f53d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_767981fbdd27a347.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_767981fbdd27a347 +-- problem_id: v2p_c7_2fc29fca612c692b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_772b10312354e895.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_772b10312354e895.sql new file mode 100644 index 0000000000000000000000000000000000000000..c58a78ea2a6dc6ac998f6bdc0dceaf24acc0c988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_772b10312354e895.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_772b10312354e895 +-- problem_id: v2p_c7_a77fb779ebc50f14 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_776598a4096daaaa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_776598a4096daaaa.sql new file mode 100644 index 0000000000000000000000000000000000000000..793d81e8c8688f26c4fc43b6e072ea9612143d68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_776598a4096daaaa.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_776598a4096daaaa +-- problem_id: v2p_c7_d5c61facf845b1a6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_77a38b6e8432d97a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_77a38b6e8432d97a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dfecff31eebf3d5619384a96512baecc36d0d65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_77a38b6e8432d97a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_77a38b6e8432d97a +-- problem_id: v2p_c7_42f43597457960c7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_7d3bf66d369d27d7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_7d3bf66d369d27d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..992c77c5c52df9cbe20f12ac9f9a20b54d3feaed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_7d3bf66d369d27d7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_7d3bf66d369d27d7 +-- problem_id: v2p_c7_448fa2e76b08a241 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_7fbe730cef70e347.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_7fbe730cef70e347.sql new file mode 100644 index 0000000000000000000000000000000000000000..320da7b0e41eaa5bc89c1bb6b27ee181dbfa814e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_7fbe730cef70e347.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_7fbe730cef70e347 +-- problem_id: v2p_c7_dc2e0c2cfc98965e +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'spec_prior' +GROUP BY "class" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_826cd85fdc19eeef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_826cd85fdc19eeef.sql new file mode 100644 index 0000000000000000000000000000000000000000..a73787af2ec13e34d179c771a06e47490d2813fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_826cd85fdc19eeef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_826cd85fdc19eeef +-- problem_id: v2p_c7_b319308db80b0900 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_832c3408289a7df1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_832c3408289a7df1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4481b8ed72085c36e266ebb43d90253b127c3c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_832c3408289a7df1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_832c3408289a7df1 +-- problem_id: v2p_c7_5e6b032fd170d3cf +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", COUNT(*) AS support +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_850e70a2007293d9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_850e70a2007293d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..04a3f15dc0e4da2ffbc1e6a3357117eb56a368d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_850e70a2007293d9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_850e70a2007293d9 +-- problem_id: v2p_c7_bb1d3eadb0d34637 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_85ac8d33a7b97d34.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_85ac8d33a7b97d34.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5344a2238e9affe2d598d13947827057c766753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_85ac8d33a7b97d34.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_85ac8d33a7b97d34 +-- problem_id: v2p_c7_ec0171889a625771 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "housing", "health" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8b4063abe889d658.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8b4063abe889d658.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c8bc6e04183f87e42cb9d9281efa221b3baaf2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8b4063abe889d658.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8b4063abe889d658 +-- problem_id: v2p_c7_f1f1dca35cae4439 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8bb6e2e252a83871.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8bb6e2e252a83871.sql new file mode 100644 index 0000000000000000000000000000000000000000..711d51ad6615abf5cca00a4095169f741cce9442 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8bb6e2e252a83871.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_8bb6e2e252a83871 +-- problem_id: v2p_c7_f75dbb5fbf9bea7a +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS row_count +FROM "c7" +GROUP BY "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8c021ed5ddf8981c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8c021ed5ddf8981c.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d19e2b71d6772e9c9b6e600304e5628ecf519cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8c021ed5ddf8981c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_8c021ed5ddf8981c +-- problem_id: v2p_c7_0daef14621611b12 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8c248012d8e85513.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8c248012d8e85513.sql new file mode 100644 index 0000000000000000000000000000000000000000..d387f11c20dfdbb02379e5820604867bb53828da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8c248012d8e85513.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_8c248012d8e85513 +-- problem_id: v2p_c7_0e772890cc92daf3 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8d78b452b036837d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8d78b452b036837d.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f1749f7bf8d40567f7a33a329bfa4270e7f8550 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8d78b452b036837d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_8d78b452b036837d +-- problem_id: v2p_c7_1387bda0501dcee3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8e1c192f57995af7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8e1c192f57995af7.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b82185296c70214792d9ed92b13d1e1448fde7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8e1c192f57995af7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_8e1c192f57995af7 +-- problem_id: v2p_c7_0542af8c0a935cc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "children" = '1' +GROUP BY "children" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8fa4629a792dcc1c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8fa4629a792dcc1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..070538e253cd46f361010385573849a3f2d18954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8fa4629a792dcc1c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_8fa4629a792dcc1c +-- problem_id: v2p_c7_854512d2b099802f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "health", + SUM(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "health" +) +SELECT "health", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8fb2c188692f99f2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8fb2c188692f99f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..2afe8cad4b6febe1bb4f06028786670d26043c03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_8fb2c188692f99f2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8fb2c188692f99f2 +-- problem_id: v2p_c7_2ae79b672f81314b +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9023cea0e517b094.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9023cea0e517b094.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5c4ffbf7c641c9ec973c1a7de02a99ce9ed2740 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9023cea0e517b094.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_9023cea0e517b094 +-- problem_id: v2p_c7_19018954fb0be2f3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_90fd34f2da243d45.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_90fd34f2da243d45.sql new file mode 100644 index 0000000000000000000000000000000000000000..15f1d34ae04e01b380b42086bb81261fe88b0ddb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_90fd34f2da243d45.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_90fd34f2da243d45 +-- problem_id: v2p_c7_f18dab49bb0f0648 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9161537ed1f2c840.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9161537ed1f2c840.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff7b1330a18024e3a9b09db3fcc02a3051476a71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9161537ed1f2c840.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_9161537ed1f2c840 +-- problem_id: v2p_c7_518c7169b3dd1191 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9178f03267c21349.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9178f03267c21349.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e8d2368fea53ff79a85c6a8ce8b99c4f8e04854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9178f03267c21349.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_9178f03267c21349 +-- problem_id: v2p_c7_28abb55359898c97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_92031d081fdd8f75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_92031d081fdd8f75.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b7a6d1800b0a317a593bbdc9ae0fa59500080c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_92031d081fdd8f75.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_92031d081fdd8f75 +-- problem_id: v2p_c7_b21d149037a35c8d +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", COUNT(*) AS row_count +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents", "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_94fab70f62348453.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_94fab70f62348453.sql new file mode 100644 index 0000000000000000000000000000000000000000..f82e5fba12db6127545cf3322c17bc170af3910c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_94fab70f62348453.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_94fab70f62348453 +-- problem_id: v2p_c7_c9441208cd04c9f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_96539a7ee9b41bcd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_96539a7ee9b41bcd.sql new file mode 100644 index 0000000000000000000000000000000000000000..197882e403d59d9eb179e01a6d436136a7484be9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_96539a7ee9b41bcd.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_96539a7ee9b41bcd +-- problem_id: v2p_c7_ae702f4f92762722 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9715696e84627afd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9715696e84627afd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed16180a669b763f93261ab5b7e9ac886fdde26d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9715696e84627afd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9715696e84627afd +-- problem_id: v2p_c7_e08941338599f0b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9715fd32311e6461.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9715fd32311e6461.sql new file mode 100644 index 0000000000000000000000000000000000000000..b41b51c663d43958eaa4e30bb82d04682415bc0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9715fd32311e6461.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9715fd32311e6461 +-- problem_id: v2p_c7_aa5aed4d0e605e3b +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_982caca5bb123f48.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_982caca5bb123f48.sql new file mode 100644 index 0000000000000000000000000000000000000000..8009de1f12bfe9b5d06051bce7fa0e400fd40161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_982caca5bb123f48.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_982caca5bb123f48 +-- problem_id: v2p_c7_7b24413a9602f263 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9a81881d0ca613b5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9a81881d0ca613b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b304810b9f29e440bbc12567cba8d02d5d654b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9a81881d0ca613b5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9a81881d0ca613b5 +-- problem_id: v2p_c7_72a02064b857554f +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "health" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9b49c63e65d3bd42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9b49c63e65d3bd42.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f15167d7da5bf835e9cd343514d1d4faf78afb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9b49c63e65d3bd42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_9b49c63e65d3bd42 +-- problem_id: v2p_c7_4093b532bf168a36 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9e09bf68c8f4d831.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9e09bf68c8f4d831.sql new file mode 100644 index 0000000000000000000000000000000000000000..06310cdb3a8902d6992e7ff451d47b35ae4fcbd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9e09bf68c8f4d831.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_9e09bf68c8f4d831 +-- problem_id: v2p_c7_59b195f44acacb42 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9ea2e4350d03ca80.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9ea2e4350d03ca80.sql new file mode 100644 index 0000000000000000000000000000000000000000..385b423b9ee8acaaf927a67fb4703304f91d4c2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9ea2e4350d03ca80.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9ea2e4350d03ca80 +-- problem_id: v2p_c7_7a3d35066c4e293b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "children" = '2' +GROUP BY "class" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9eb2b768623b4c1c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9eb2b768623b4c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6a5ff63165a792aba18bba6fea9b737e0bd73b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_9eb2b768623b4c1c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9eb2b768623b4c1c +-- problem_id: v2p_c7_0522b3c03cb80172 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a583fa65b5adf1e3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a583fa65b5adf1e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..08447e0d824136c316af0e903331505db1650b0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a583fa65b5adf1e3.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a583fa65b5adf1e3 +-- problem_id: v2p_c7_4e3e66ae8e468aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a5ae1eb89695f8de.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a5ae1eb89695f8de.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ca21528345928ea8cd3badae496e24df5dff0eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a5ae1eb89695f8de.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a5ae1eb89695f8de +-- problem_id: v2p_c7_3471a900cd7afcbe +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a6f7a562d4052730.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a6f7a562d4052730.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e497542ed5007dcbdb52bc2322d046b5d544fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a6f7a562d4052730.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_a6f7a562d4052730 +-- problem_id: v2p_c7_1a753a9071c30014 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a8ac7a995b9e1cd9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a8ac7a995b9e1cd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..9428075b86e2f49837c4db14cbd4c40858564f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_a8ac7a995b9e1cd9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_a8ac7a995b9e1cd9 +-- problem_id: v2p_c7_8b363d0f8a6fb903 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_aeb3dc87d515227d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_aeb3dc87d515227d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4496a66687b4bc63b98cd8c03358429c5ec8c56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_aeb3dc87d515227d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_aeb3dc87d515227d +-- problem_id: v2p_c7_edaabbc81364cb6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_afcc2a9256370133.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_afcc2a9256370133.sql new file mode 100644 index 0000000000000000000000000000000000000000..7812351f6933ec940397e356a936e9b4d45f446c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_afcc2a9256370133.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_afcc2a9256370133 +-- problem_id: v2p_c7_8acb21df931ff4d4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b08ce037c08a814f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b08ce037c08a814f.sql new file mode 100644 index 0000000000000000000000000000000000000000..58aa524dc87be8bf6db804dc3fae24896343ec2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b08ce037c08a814f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_b08ce037c08a814f +-- problem_id: v2p_c7_a269bbfb1b007071 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b2b435735231ba68.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b2b435735231ba68.sql new file mode 100644 index 0000000000000000000000000000000000000000..508d3e0bf953f3ecee9800ce4e7b3a7360b7266f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b2b435735231ba68.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_b2b435735231ba68 +-- problem_id: v2p_c7_9611ef0005366623 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b4937d8e66bd4f4f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b4937d8e66bd4f4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e9ef17e646be4d0732614840595b28d6261c7b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b4937d8e66bd4f4f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_b4937d8e66bd4f4f +-- problem_id: v2p_c7_f3eb2f5a238841c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS row_count +FROM "c7" +GROUP BY "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b64f1ccd5ea72aa0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b64f1ccd5ea72aa0.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccde241fbaaa0bf4120fddba1541d70995d35678 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b64f1ccd5ea72aa0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_b64f1ccd5ea72aa0 +-- problem_id: v2p_c7_9d0aad832fec786f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS row_count +FROM "c7" +GROUP BY "parents" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b8508412cf460a75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b8508412cf460a75.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ecb8e7358b3c3476b4bee96e711657d0f0b592f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_b8508412cf460a75.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_b8508412cf460a75 +-- problem_id: v2p_c7_fd3d45414406d43f +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", COUNT(*) AS support +FROM "c7" +GROUP BY "finance", "social" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bb1967b312acb2b5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bb1967b312acb2b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2a428922d6801adcb7d5ac17b39ad5210f39df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bb1967b312acb2b5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_bb1967b312acb2b5 +-- problem_id: v2p_c7_4c628e0eb6db4791 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bb3aed242898264c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bb3aed242898264c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c3fc2612e340850259e72a0c2e0b4726d3ba80a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bb3aed242898264c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_bb3aed242898264c +-- problem_id: v2p_c7_a82c7c7984b0f17a +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bc0d6b35d60391f8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bc0d6b35d60391f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..b536bfe30e6b9eeffbdd8ff8a269d943678bc1bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bc0d6b35d60391f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_bc0d6b35d60391f8 +-- problem_id: v2p_c7_d8f95a1c5bf072f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bcd2dbbd8812e996.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bcd2dbbd8812e996.sql new file mode 100644 index 0000000000000000000000000000000000000000..e57cebb4958cc1df87b7b15792a3f369e2c4af62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bcd2dbbd8812e996.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_bcd2dbbd8812e996 +-- problem_id: v2p_c7_d7dcb76a84b83d97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_beeb1606d13086cf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_beeb1606d13086cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..648cb65ae7cf6d95d3d1ebe30a22068d2460c524 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_beeb1606d13086cf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_beeb1606d13086cf +-- problem_id: v2p_c7_d5aabd19feab1b54 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bf1f02857f4cf7c4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bf1f02857f4cf7c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bb7266fd1336cfbfb53f705caa671f06af4c728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_bf1f02857f4cf7c4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_bf1f02857f4cf7c4 +-- problem_id: v2p_c7_f965186317d76f75 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c2215d895efe31ac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c2215d895efe31ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..deb343b49e4155f4a98eab915a3bc51df58aaf1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c2215d895efe31ac.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_c2215d895efe31ac +-- problem_id: v2p_c7_519c529c617dcc7c +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c3a1907767375f9d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c3a1907767375f9d.sql new file mode 100644 index 0000000000000000000000000000000000000000..f49af6cb101b39a9ee364b8d8645ec029fa2c8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c3a1907767375f9d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_c3a1907767375f9d +-- problem_id: v2p_c7_24917bfd0605cfb1 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c47a8067560eb7b5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c47a8067560eb7b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b4f4071e8099e0257796da2b392c5ab0ad7bd04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c47a8067560eb7b5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c47a8067560eb7b5 +-- problem_id: v2p_c7_34cd184ecfdae449 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c5acb6c1663406e0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c5acb6c1663406e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff5e687a56a3f13e350ab85c88e3641a5eb526e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_c5acb6c1663406e0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c5acb6c1663406e0 +-- problem_id: v2p_c7_4725150970f60b23 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ca1aab559fa1d51d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ca1aab559fa1d51d.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb7aa1ce6c0504e7fafbe62ae469bd2c2e0e7c42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ca1aab559fa1d51d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_ca1aab559fa1d51d +-- problem_id: v2p_c7_9d0a3b312ed8fb07 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", COUNT(*) AS support +FROM "c7" +GROUP BY "children", "class" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ce9d386fbf6e8a25.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ce9d386fbf6e8a25.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c57999d92aeb372ffa13e4f36ef024c487adc89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ce9d386fbf6e8a25.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_ce9d386fbf6e8a25 +-- problem_id: v2p_c7_03f2292a7fbe7065 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cf5d701d34ceac6f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cf5d701d34ceac6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb355f6fee90b08f501d13118f45e8fd3f3a779b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cf5d701d34ceac6f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_cf5d701d34ceac6f +-- problem_id: v2p_c7_9d84b45f302725e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cfa40d7a3fc84369.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cfa40d7a3fc84369.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa2af5cd51ebfb26180ea059edaa8473fdc3b082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cfa40d7a3fc84369.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_cfa40d7a3fc84369 +-- problem_id: v2p_c7_0777d936d9f2ec6f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", COUNT(*) AS row_count +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "parents", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cfe5fd6f6616aa33.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cfe5fd6f6616aa33.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3676ce20cffbda4421c9263625d8c63b25f298b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_cfe5fd6f6616aa33.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_cfe5fd6f6616aa33 +-- problem_id: v2p_c7_ed77f9b94be990a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d11a1c21d4556f17.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d11a1c21d4556f17.sql new file mode 100644 index 0000000000000000000000000000000000000000..513bff906511e42c3f99eff4b9f4b70a144dba7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d11a1c21d4556f17.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_d11a1c21d4556f17 +-- problem_id: v2p_c7_e2469d772e7c809a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d2c133e999d09beb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d2c133e999d09beb.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a0fbaa04ac4da9ab6be8ec48fd84ba60845bd91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d2c133e999d09beb.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d2c133e999d09beb +-- problem_id: v2p_c7_3c87dae83c31e88d +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d52ef0dacccc00da.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d52ef0dacccc00da.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ff8c003835a454c431d432fdd0559b10b8183d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d52ef0dacccc00da.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_d52ef0dacccc00da +-- problem_id: v2p_c7_be963e42eca0370b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS distinct_entities +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d9368ca93c20eb66.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d9368ca93c20eb66.sql new file mode 100644 index 0000000000000000000000000000000000000000..58a3a447a34cd7dbdc6aeee7ac7f3be51a720349 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d9368ca93c20eb66.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d9368ca93c20eb66 +-- problem_id: v2p_c7_5ce44ccd8c2a692b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d98738d9f1cf025f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d98738d9f1cf025f.sql new file mode 100644 index 0000000000000000000000000000000000000000..71cd0cce5930e9faf41f8aa39f55fdd08b652c27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_d98738d9f1cf025f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_d98738d9f1cf025f +-- problem_id: v2p_c7_a1908a741685f683 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", COUNT(*) AS support +FROM "c7" +GROUP BY "housing", "class" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_da1287e907ff6840.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_da1287e907ff6840.sql new file mode 100644 index 0000000000000000000000000000000000000000..e565de6cddc25b1b66566039a088043c10eceb8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_da1287e907ff6840.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_da1287e907ff6840 +-- problem_id: v2p_c7_3bea975ce97a903e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_da8c66d800f23a8e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_da8c66d800f23a8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4019fc0ac4259448221ae4398e78bfd915494cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_da8c66d800f23a8e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_da8c66d800f23a8e +-- problem_id: v2p_c7_57b5b50ad4dc5a3f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_de1c767204a1562f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_de1c767204a1562f.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcfbf62400fa53f954dd5dc89872b2d4bd75e97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_de1c767204a1562f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_de1c767204a1562f +-- problem_id: v2p_c7_7c28878986026b21 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_de7c62a02d429b5b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_de7c62a02d429b5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1ce587eb968c0b2a05896d45e8910114500fbfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_de7c62a02d429b5b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_de7c62a02d429b5b +-- problem_id: v2p_c7_ff6a621d28368000 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", COUNT(*) AS row_count +FROM "c7" +WHERE "children" = 'more' +GROUP BY "parents", "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e0332adb18365e96.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e0332adb18365e96.sql new file mode 100644 index 0000000000000000000000000000000000000000..e62510ec22dc86e87811d1b3f1dcc7742e40cb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e0332adb18365e96.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_e0332adb18365e96 +-- problem_id: v2p_c7_09c28181f60dde84 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "housing", + COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "support" ASC, "parents", "housing" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e04fbd70b93f92b1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e04fbd70b93f92b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e281de11e7267b74ae0bc4567689ce6b3ec8c1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e04fbd70b93f92b1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e04fbd70b93f92b1 +-- problem_id: v2p_c7_2a276b2c66815ab0 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e0835623b91b06dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e0835623b91b06dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe0470ca409c73f96ce19b2130579a85f971cc0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e0835623b91b06dd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_e0835623b91b06dd +-- problem_id: v2p_c7_a0c9c5deac5f9bf1 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", COUNT(*) AS row_count +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "parents", "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e2867395bafd3c1c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e2867395bafd3c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef528d062896fe855d96486f0b561a8a0559234a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e2867395bafd3c1c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_e2867395bafd3c1c +-- problem_id: v2p_c7_83e316e3dc681dce +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e53e76670760eb34.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e53e76670760eb34.sql new file mode 100644 index 0000000000000000000000000000000000000000..f60cc58c13db586820f9a713395f801253aff7d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e53e76670760eb34.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_e53e76670760eb34 +-- problem_id: v2p_c7_b9e4397b5904f0bc +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", COUNT(*) AS "support" +FROM "c7" +GROUP BY "housing", "social" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e7487500dd5d8540.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e7487500dd5d8540.sql new file mode 100644 index 0000000000000000000000000000000000000000..38f6dd35b340ffc60cf487824d79ed772fc7f179 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e7487500dd5d8540.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_e7487500dd5d8540 +-- problem_id: v2p_c7_51ac18f621d51d62 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "c7" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e84b6f56d800d948.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e84b6f56d800d948.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8fd041fb64b9b2ea656c5f3846522e2a196d529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e84b6f56d800d948.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_e84b6f56d800d948 +-- problem_id: v2p_c7_33e2842dc61eee2b +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", COUNT(*) AS row_count +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents", "finance" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e94455cb2d379d46.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e94455cb2d379d46.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4ded32f5037f0a0bd2fea08dfaa1514077dbeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e94455cb2d379d46.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_e94455cb2d379d46 +-- problem_id: v2p_c7_27f15974b13da5b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e9784a9cb04a345f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e9784a9cb04a345f.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6f16196a41445ee7790cdce48ffc88fac4f7b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e9784a9cb04a345f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e9784a9cb04a345f +-- problem_id: v2p_c7_0b6c915319f53353 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "children", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "has_nurs", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e9c58897260c684c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e9c58897260c684c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3893598eb312d66604a0949d567f3a2035e43c5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_e9c58897260c684c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_e9c58897260c684c +-- problem_id: v2p_c7_e385f0bcaba17351 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "parents", + SUM(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "parents" +) +SELECT "parents", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_eebc8dcbb7fa270e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_eebc8dcbb7fa270e.sql new file mode 100644 index 0000000000000000000000000000000000000000..877780adeb4af56a67310d7ba9a56d8a36625c4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_eebc8dcbb7fa270e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_eebc8dcbb7fa270e +-- problem_id: v2p_c7_e75fbaa0eacc6ae8 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql new file mode 100644 index 0000000000000000000000000000000000000000..e83b7d578b413824e0957126ecf2fed61f936700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f04d4f3e41ed9f95 +-- problem_id: v2p_c7_f7034425d26bf755 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f179f7603646aa72.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f179f7603646aa72.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7910d87c406b0566864714594e001dabfe7478a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f179f7603646aa72.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f179f7603646aa72 +-- problem_id: v2p_c7_24c70db14c254e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f234916452ee3a46.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f234916452ee3a46.sql new file mode 100644 index 0000000000000000000000000000000000000000..607246a3d3bf78678595c5e46982e891a1bb590a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f234916452ee3a46.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_f234916452ee3a46 +-- problem_id: v2p_c7_a0eb7e909c728817 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "has_nurs", "form" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f46706dd02b01c38.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f46706dd02b01c38.sql new file mode 100644 index 0000000000000000000000000000000000000000..17a91afeaef87ce84370143f23eef1269a06e5dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f46706dd02b01c38.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_f46706dd02b01c38 +-- problem_id: v2p_c7_6904e08318d3918a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f4777c37e57bbd35.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f4777c37e57bbd35.sql new file mode 100644 index 0000000000000000000000000000000000000000..00d6db83094df51908b7649cd0b80e1135812610 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f4777c37e57bbd35.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f4777c37e57bbd35 +-- problem_id: v2p_c7_fada3812086b8b2b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f4edcb32e619b105.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f4edcb32e619b105.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d7e1d19f8ae8339c475b14442326921c85bcbbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f4edcb32e619b105.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f4edcb32e619b105 +-- problem_id: v2p_c7_9c7051fb11b36696 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5209204cb7b7bc0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5209204cb7b7bc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0bf913d30260cf96c4fab9d8baae06174debfec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5209204cb7b7bc0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f5209204cb7b7bc0 +-- problem_id: v2p_c7_eaee370573e9c00b +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f58828366dcf2ead.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f58828366dcf2ead.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7a6325ac2a401784677c630a2de9f87d7157404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f58828366dcf2ead.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f58828366dcf2ead +-- problem_id: v2p_c7_c9e8b10937171de5 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5953c0111c8433b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5953c0111c8433b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d30e4c1feb5e22f3aeb216439f706b23e39e571b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5953c0111c8433b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f5953c0111c8433b +-- problem_id: v2p_c7_323aacd177b783a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5a1f5450022af73.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5a1f5450022af73.sql new file mode 100644 index 0000000000000000000000000000000000000000..371172df15808a58629ce22d24b25405b64f401f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f5a1f5450022af73.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_f5a1f5450022af73 +-- problem_id: v2p_c7_3fef1b71f2fa6308 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "housing", + SUM(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "housing" +) +SELECT "housing", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f6b91ce37bad0649.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f6b91ce37bad0649.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd0fe7e217ec8b19aaa83ed94183f03643e17f40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f6b91ce37bad0649.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_f6b91ce37bad0649 +-- problem_id: v2p_c7_b3029fae52af507f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "social", + SUM(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "social" +) +SELECT "social", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f6efeb827489b33d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f6efeb827489b33d.sql new file mode 100644 index 0000000000000000000000000000000000000000..a08700063646a53831d45cbf4e965ba7c3560f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_f6efeb827489b33d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_f6efeb827489b33d +-- problem_id: v2p_c7_c79e7a81156cf20f +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'spec_prior' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_fc620a9c662ca88c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_fc620a9c662ca88c.sql new file mode 100644 index 0000000000000000000000000000000000000000..89242380ef328251c3f7725a320cfb0d88660c30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_fc620a9c662ca88c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_fc620a9c662ca88c +-- problem_id: v2p_c7_0c6637fa2c9d33d3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_fdb4429ae1bac41b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_fdb4429ae1bac41b.sql new file mode 100644 index 0000000000000000000000000000000000000000..922bd6729026a1e120d249754f4a425aa3599071 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_fdb4429ae1bac41b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_fdb4429ae1bac41b +-- problem_id: v2p_c7_56e76104a69308b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "children", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "has_nurs", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_feda8a5c1906df20.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_feda8a5c1906df20.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f012c91e987bbb441e7c6070d13756bd51c822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_feda8a5c1906df20.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_feda8a5c1906df20 +-- problem_id: v2p_c7_afb07e91e13f3bac +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS row_count +FROM "c7" +GROUP BY "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ffa0203cca39551b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ffa0203cca39551b.sql new file mode 100644 index 0000000000000000000000000000000000000000..71bd07653f57cb64e6a8b59ad54e7a5bd14758a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/c7/sql/v2q_c7_ffa0203cca39551b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_ffa0203cca39551b +-- problem_id: v2p_c7_5086ef1e4f37c04b +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1d173a7371a1cb8d49219d6dd4df23d1734954b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5480, "bytes_utf8": 5480, "lines": 180, "estimated_tokens": 1549}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21639, "cached_input_tokens": 19840, "output_tokens": 215}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3526d09401bcf035fb9d5a50af5888728995acd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_00925ae73957b390", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15691.49, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_00925ae73957b390\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f29c5af91b408ce965ea05a7dc109576d2d21409 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:01.770994+00:00", + "ended_at": "2026-05-04T08:33:17.461665+00:00", + "elapsed_ms": 15691.49, + "prompt_metrics": { + "chars": 5480, + "bytes_utf8": 5480, + "lines": 180, + "estimated_tokens": 1549 + }, + "stdout_metrics": { + "chars": 831, + "bytes_utf8": 831, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 21639, + "cached_input_tokens": 19840, + "output_tokens": 215 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54741ca43d367d5c1b7e79ba8e40459fa510c29e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa70446ed70c4568beba34801f5eded414a1973 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-9bb2-76f2-85e6-cd83491b4430"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n MAX(CAST(\\\"children\\\" AS REAL)) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both the grouping column and the measure column are \\\"children\\\", the 0.9 percentile within each group is identical to that group's children value, so MAX(CAST(\\\"children\\\" AS REAL)) preserves the intended grouped percentile-point result.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":19840,"output_tokens":215}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b29a96af8fa609d6b70efc4753ca5d61a8cee722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n MAX(CAST(\"children\" AS REAL)) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both the grouping column and the measure column are \"children\", the 0.9 percentile within each group is identical to that group's children value, so MAX(CAST(\"children\" AS REAL)) preserves the intended grouped percentile-point result."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a66d8b0b0de9da00c2b1d38bb4789dff24cbdbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:05.574623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:08.013467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:16.689201Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..914626f45dc107f6d7a46bdccabe86c441a365f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "percentile_measure": 5.0}, {"children": "4", "percentile_measure": 4.0}, {"children": "3", "percentile_measure": 3.0}, {"children": "2", "percentile_measure": 2.0}, {"children": "1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..174aa48ee6a092788f778b55c18d4f45cb8aa632 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_00925ae73957b390 +-- problem_id: v2p_m4_1c240938c77f0798 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + MAX(CAST("children" AS REAL)) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f1a6e63e98b1bb9907b8e6d05605bf853f9d4be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n MAX(CAST(\"children\" AS REAL)) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n MAX(CAST(\\\"children\\\" AS REAL)) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"5\", \"percentile_measure\": 5.0}, {\"children\": \"4\", \"percentile_measure\": 4.0}, {\"children\": \"3\", \"percentile_measure\": 3.0}, {\"children\": \"2\", \"percentile_measure\": 2.0}, {\"children\": \"1\", \"percentile_measure\": 1.0}, {\"children\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44cc9a9d4feaab66314556217e72c5857c4d7a3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:33:01.768704+00:00", + "ended_at": "2026-05-04T08:33:17.492754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_00925ae73957b390", + "problem_id": "v2p_m4_1c240938c77f0798", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_00925ae73957b390.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_00925ae73957b390", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15691.49, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_00925ae73957b390\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f52d44248b37a32847204af0e88b97724a35c3c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_00925ae73957b390/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:17.483004+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15691.49, "started_at": "2026-05-04T08:33:01.770994+00:00", "ended_at": "2026-05-04T08:33:17.461665+00:00", "prompt_metrics": {"chars": 5480, "bytes_utf8": 5480, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21639, "cached_input_tokens": 19840, "output_tokens": 215}, "stderr_preview": "2026-05-04T08:33:05.574623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:08.013467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..099395737b3d7d6167344ac4dfc63625694ed18f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-ce7d-7792-8a9a-8dde03565722"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template exactly with group_col=\\\"smoker\\\" and predicate smoker = 'no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21651,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ef4318f1f54a6804907fdb0704617d6c516f64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 19;","notes":"Applied the provided Filtered Top-k Group Count template exactly with group_col=\"smoker\" and predicate smoker = 'no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4176ac48ac1fe549fa0f20d41d05d34d1d3ac8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:32.452341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:35.077091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:43.628532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0fc53f8dac51f4ee34c8df6e3ff677069bc13c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 2208}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b124bd1b3a956e613b74178cbd7312f58b5981f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_015878c1f5cde2db +-- problem_id: v2p_m4_ab4f90abda93ea56 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "smoker" = 'no' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d82ab704bbbea45329db310cae55d5cda2535f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 2208}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0aaa1a3f455a44a9f4b81dda3d7fdb0fd558f0bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:00:32.260678+00:00", + "ended_at": "2026-05-04T08:00:44.427603+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_015878c1f5cde2db", + "problem_id": "v2p_m4_ab4f90abda93ea56", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_015878c1f5cde2db.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_015878c1f5cde2db", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12138.58, + "sql_execution_elapsed_ms_total": 1.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_015878c1f5cde2db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f183a70dcd7fbd3f34778d995b81716a2c1b736e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_015878c1f5cde2db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:44.418239+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12138.58, "started_at": "2026-05-04T08:00:32.263764+00:00", "ended_at": "2026-05-04T08:00:44.396874+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1563}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21651, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:00:32.452341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:35.077091Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9af34184a8cc07f997a477cb7aa824da0a2c81d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-ecc3-74d0-a64d-e9c60ae92899"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT CAST(\\\"children\\\" AS INTEGER) AS \\\"children\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"children\\\" AS INTEGER)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to children and measure_col bound to bmi. Casted TEXT columns to INTEGER and REAL for correct SQLite numeric partitioning and averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21613,"cached_input_tokens":20864,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dff9cc704af568baf58b5f5232ea3eabeebe4ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT CAST(\"children\" AS INTEGER) AS \"children\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY CAST(\"children\" AS INTEGER)) AS \"avg_measure\"\nFROM \"m4\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Window Partition Average template with group_col bound to children and measure_col bound to bmi. Casted TEXT columns to INTEGER and REAL for correct SQLite numeric partitioning and averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30270bb749be8b62aed9e5d9471ab3a8a3ecc529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:24.477140Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:26.883126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:35.304704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c921b3eeed09abe0938a9d618b3d17695968900c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": 4, "avg_measure": 31.314615384615383}, {"children": 2, "avg_measure": 31.035806451612903}, {"children": 1, "avg_measure": 30.705744047619046}, {"children": 0, "avg_measure": 30.628507588532887}, {"children": 3, "avg_measure": 30.580000000000002}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..533546d7d185ed87f1a947279fd75ae2b6af6d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_035544936c0b8bd1 +-- problem_id: v2p_m4_318c07956755c625 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT CAST("children" AS INTEGER) AS "children", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY CAST("children" AS INTEGER)) AS "avg_measure" +FROM "m4" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b1a9a954ee733d6187b2a060e117ecf07087112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT CAST(\"children\" AS INTEGER) AS \"children\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY CAST(\"children\" AS INTEGER)) AS \"avg_measure\"\nFROM \"m4\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT CAST(\\\"children\\\" AS INTEGER) AS \\\"children\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"children\\\" AS INTEGER)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": 4, \"avg_measure\": 31.314615384615383}, {\"children\": 2, \"avg_measure\": 31.035806451612903}, {\"children\": 1, \"avg_measure\": 30.705744047619046}, {\"children\": 0, \"avg_measure\": 30.628507588532887}, {\"children\": 3, \"avg_measure\": 30.580000000000002}, {\"children\": 5, \"avg_measure\": 28.915000000000003}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c55e55c3eb389d865c993e1429fa5316c91b5129 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:09:24.284924+00:00", + "ended_at": "2026-05-04T08:09:36.252087+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_035544936c0b8bd1", + "problem_id": "v2p_m4_318c07956755c625", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_035544936c0b8bd1.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_035544936c0b8bd1", + "api_calls": 0, + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 128, + "total_tokens": 21741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1523, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1635, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11926.15, + "sql_execution_elapsed_ms_total": 9.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_035544936c0b8bd1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..773d0c9de692c546f38f40b48fffac81760cde3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035544936c0b8bd1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:36.230903+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11926.15, "started_at": "2026-05-04T08:09:24.286577+00:00", "ended_at": "2026-05-04T08:09:36.212987+00:00", "prompt_metrics": {"chars": 5381, "bytes_utf8": 5381, "lines": 180, "estimated_tokens": 1523}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21613, "cached_input_tokens": 20864, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:09:24.477140Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:26.883126Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6cde56d4b1143f5f3302b127712b7dc139fc7cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-bb73-7711-b1fc-d84cc04e4cbe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":20864,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94803d638c1c0db2b569ad096725f7d17c61c204 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"region\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77e30a6cbab42d6937d0a959c2ea1b2ec907a896 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:01.684114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:04.027738Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:13.197647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85d18a6b54bff6ffbe4c5f55890d9ee0f9273455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=region, target_col=charges. +Result preview: [{"children": "5", "region": "southwest", "target_rate": 0.2}, {"children": "0", "region": "northeast", "target_rate": 0.0}, {"children": "0", "region": "northwest", "target_rate": 0.0}, {"children": "0", "region": "southeast", "target_rate": 0.0}, {"children": "0", "region": "southwest", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2b3391f25c26573eff720b0992491377ca4d28a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_035be78e884f4815 +-- problem_id: v2p_m4_01994bf90c02da6c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59b62000b43af038acf87708900d66da13e256db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"region\", \"target_rate\"], \"rows\": [{\"children\": \"5\", \"region\": \"southwest\", \"target_rate\": 0.2}, {\"children\": \"0\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"southeast\", \"target_rate\": 0.0}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0280bcc2f11b88e6556207da1728b9458a8d0484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:19:01.483636+00:00", + "ended_at": "2026-05-04T08:19:14.085892+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_035be78e884f4815", + "problem_id": "v2p_m4_01994bf90c02da6c", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_035be78e884f4815.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_035be78e884f4815", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 21843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1614, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12561.39, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_035be78e884f4815\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3eee87455919d94c3b03cbb6b1c1e0395702f3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_035be78e884f4815/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:14.069450+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12561.39, "started_at": "2026-05-04T08:19:01.485774+00:00", "ended_at": "2026-05-04T08:19:14.047406+00:00", "prompt_metrics": {"chars": 5610, "bytes_utf8": 5610, "lines": 183, "estimated_tokens": 1614}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21704, "cached_input_tokens": 20864, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:19:01.684114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:04.027738Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86fe747cbe20c35b35a4c59605692e16ac0e5f5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-aca2-7b73-8c3d-7219ecc9208c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col bound to \\\"smoker\\\" and condition_col bound to \\\"sex\\\", measuring the within-group proportion of males for each smoker category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21665,"cached_input_tokens":2432,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..109a04fd15da4d78c638209231ea2759a680ed8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col bound to \"smoker\" and condition_col bound to \"sex\", measuring the within-group proportion of males for each smoker category."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55329548673e28cb02e64740200c78da566f6ec3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:35.727288Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:38.206631Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:46.145387Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f10ac516282fb11501b1186d5d6bcb446c9dfa7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=sex. +Result preview: [{"smoker": "yes", "condition_rate": 0.5886524822695035}, {"smoker": "no", "condition_rate": 0.48641304347826086}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f879844a1d0f054c305b458b3e46c703a265099 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0514489396e545d1 +-- problem_id: v2p_m4_bab402c06d35151c +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96c9173bce9c840d90bebda0b5277366e224c86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"yes\", \"condition_rate\": 0.5886524822695035}, {\"smoker\": \"no\", \"condition_rate\": 0.48641304347826086}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58b3d22afa45c0c7eac71ef64891bf146edad97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:14:35.546085+00:00", + "ended_at": "2026-05-04T08:14:47.250313+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0514489396e545d1", + "problem_id": "v2p_m4_bab402c06d35151c", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=sex.", + "bindings": { + "group_col": "smoker", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_0514489396e545d1.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0514489396e545d1", + "api_calls": 0, + "input_tokens": 21665, + "cached_input_tokens": 2432, + "output_tokens": 120, + "total_tokens": 21785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1575, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1679, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11677.51, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_0514489396e545d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2e4cddcecd91c8580d83ca9d2065cfd7b50335f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0514489396e545d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:47.241551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11677.51, "started_at": "2026-05-04T08:14:35.547666+00:00", "ended_at": "2026-05-04T08:14:47.224604+00:00", "prompt_metrics": {"chars": 5551, "bytes_utf8": 5551, "lines": 183, "estimated_tokens": 1575}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21665, "cached_input_tokens": 2432, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:14:35.727288Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:38.206631Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "children", + "measure_col": "children", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..160c281191ea78109299a29ddff0c77280fb4234 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-c481-7a72-8d8c-da6744cb6b81"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n CAST(\\\"children\\\" AS REAL) AS \\\"group_value\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"children\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.9999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible nearest-rank emulation of the 90th percentile because SQLite does not support PERCENTILE_CONT. Since both group_col and measure_col are bound to \\\"children\\\", each group's conditional percentile will equal that group's numeric children value for rows where smoker = 'no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21714,"cached_input_tokens":20864,"output_tokens":519}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d7ad6ad54b00ae6e6c4894d19261ffff712d05d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n CAST(\"children\" AS REAL) AS \"group_value\",\n CAST(\"children\" AS REAL) AS \"measure_value\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_value\" AS \"children\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.9999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible nearest-rank emulation of the 90th percentile because SQLite does not support PERCENTILE_CONT. Since both group_col and measure_col are bound to \"children\", each group's conditional percentile will equal that group's numeric children value for rows where smoker = 'no'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..777561e108dc26f8033b026586c1862e893adfe2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:42.773125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:45.293029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:01.643222Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..324bc1a991aa355e4c7dc9a0d12d2b676ef432bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children, condition_col=smoker. +Result preview: [{"children": 5.0, "conditional_percentile": 5.0}, {"children": 4.0, "conditional_percentile": 4.0}, {"children": 3.0, "conditional_percentile": 3.0}, {"children": 2.0, "conditional_percentile": 2.0}, {"children": 1.0, "conditional_percentile": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fef85b5832231865a0b781102f110a4581079b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_07b5a0e68a1ed7e0 +-- problem_id: v2p_m4_813943e086569a6a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + CAST("children" AS REAL) AS "group_value", + CAST("children" AS REAL) AS "measure_value" + FROM "m4" + WHERE "smoker" = 'no' +), +"ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_value" + ) AS "cnt" + FROM "filtered" +) +SELECT + "group_value" AS "children", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.9999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6037563762e754c4e1fc0f010c81a81c86e5e40f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n CAST(\"children\" AS REAL) AS \"group_value\",\n CAST(\"children\" AS REAL) AS \"measure_value\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_value\" AS \"children\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.9999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n CAST(\\\"children\\\" AS REAL) AS \\\"group_value\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"children\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.9999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"children\", \"conditional_percentile\"], \"rows\": [{\"children\": 5.0, \"conditional_percentile\": 5.0}, {\"children\": 4.0, \"conditional_percentile\": 4.0}, {\"children\": 3.0, \"conditional_percentile\": 3.0}, {\"children\": 2.0, \"conditional_percentile\": 2.0}, {\"children\": 1.0, \"conditional_percentile\": 1.0}, {\"children\": 0.0, \"conditional_percentile\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bac40a8eea46a7b0bf5541751d81acc9725fcb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:26:42.543274+00:00", + "ended_at": "2026-05-04T08:27:02.381478+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_07b5a0e68a1ed7e0", + "problem_id": "v2p_m4_813943e086569a6a", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children, condition_col=smoker.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_07b5a0e68a1ed7e0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_07b5a0e68a1ed7e0", + "api_calls": 0, + "input_tokens": 21714, + "cached_input_tokens": 20864, + "output_tokens": 519, + "total_tokens": 22233, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1624, + "estimated_output_tokens": 281, + "estimated_total_tokens": 1905, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19799.58, + "sql_execution_elapsed_ms_total": 9.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_07b5a0e68a1ed7e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc57dafcb027d6b075a2d4c7470596bd082fffd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07b5a0e68a1ed7e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:02.364298+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19799.58, "started_at": "2026-05-04T08:26:42.545786+00:00", "ended_at": "2026-05-04T08:27:02.345626+00:00", "prompt_metrics": {"chars": 5800, "bytes_utf8": 5800, "lines": 185, "estimated_tokens": 1624}, "response_metrics": {"chars": 1046, "bytes_utf8": 1046, "lines": 1, "estimated_tokens": 281}, "usage": {"input_tokens": 21714, "cached_input_tokens": 20864, "output_tokens": 519}, "stderr_preview": "2026-05-04T08:26:42.773125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:45.293029Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea799fda5d355ea9cd6d7d7dec2600e61e3cb761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-1637-72c2-abb8-6a12720db7a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"smoker\\\" and predicate_col fixed to \\\"smoker\\\" = 'no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21649,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fae300ba63ff9d3a29b2ab5f2d7a27e10cac60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"smoker\" and predicate_col fixed to \"smoker\" = 'no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef01ec2650d2615407782317c087f6f1263b31a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:56.353994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:58.837206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:06.915930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e51aa940ad226bd6a4d01bc1576b6fa4c653911f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 2208}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7bdd39fd992e00d47599380c83f70fc8cea652a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_07eadea7010a8dcd +-- problem_id: v2p_m4_1169107d4c0234e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "smoker" = 'no' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b21f931d0f8b0ea98c91fec223145f830123295 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 2208}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59fc88d59227bb307c495419a665e731bf8424cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:01:56.152566+00:00", + "ended_at": "2026-05-04T08:02:07.662202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_07eadea7010a8dcd", + "problem_id": "v2p_m4_1169107d4c0234e7", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_07eadea7010a8dcd.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_07eadea7010a8dcd", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 21769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11469.39, + "sql_execution_elapsed_ms_total": 2.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_07eadea7010a8dcd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d506f49fba43384637a7e88489c1821039dd092 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_07eadea7010a8dcd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:07.649723+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11469.39, "started_at": "2026-05-04T08:01:56.156985+00:00", "ended_at": "2026-05-04T08:02:07.624187+00:00", "prompt_metrics": {"chars": 5482, "bytes_utf8": 5482, "lines": 182, "estimated_tokens": 1561}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21649, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:01:56.353994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:58.837206Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bac6b08b583218a16e98b39f8a9cc068e03f084f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_08e5ec02e7ff369b\n-- problem_id: v2p_m4_0a6430c93a190077\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"children\") AS avg_response\nFROM \"m4\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_08e5ec02e7ff369b\\n-- problem_id: v2p_m4_0a6430c93a190077\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"children\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"18\", \"support\": 148, \"avg_response\": 0.4594594594594595}, {\"age\": \"19\", \"support\": 142, \"avg_response\": 0.4647887323943662}, {\"age\": \"45\", \"support\": 62, \"avg_response\": 1.4838709677419355}, {\"age\": \"52\", \"support\": 62, \"avg_response\": 1.4838709677419355}, {\"age\": \"47\", \"support\": 62, \"avg_response\": 1.3548387096774193}, {\"age\": \"23\", \"support\": 62, \"avg_response\": 0.9032258064516129}, {\"age\": \"46\", \"support\": 60, \"avg_response\": 1.7333333333333334}, {\"age\": \"54\", \"support\": 60, \"avg_response\": 1.4333333333333333}, {\"age\": \"28\", \"support\": 60, \"avg_response\": 1.3666666666666667}, {\"age\": \"26\", \"support\": 60, \"avg_response\": 1.1}, {\"age\": \"51\", \"support\": 60, \"avg_response\": 1.0666666666666667}, {\"age\": \"22\", \"support\": 60, \"avg_response\": 0.8666666666666667}, {\"age\": \"21\", \"support\": 60, \"avg_response\": 0.8}, {\"age\": \"48\", \"support\": 58, \"avg_response\": 1.3103448275862069}, {\"age\": \"50\", \"support\": 58, \"avg_response\": 1.3103448275862069}, {\"age\": \"25\", \"support\": 58, \"avg_response\": 1.2758620689655173}, {\"age\": \"53\", \"support\": 58, \"avg_response\": 1.206896551724138}, {\"age\": \"27\", \"support\": 58, \"avg_response\": 0.9310344827586207}, {\"age\": \"20\", \"support\": 58, \"avg_response\": 0.8620689655172413}, {\"age\": \"30\", \"support\": 56, \"avg_response\": 1.5}, {\"age\": \"49\", \"support\": 56, \"avg_response\": 1.5}, {\"age\": \"41\", \"support\": 56, \"avg_response\": 1.3928571428571428}, {\"age\": \"32\", \"support\": 56, \"avg_response\": 1.2857142857142858}, {\"age\": \"44\", \"support\": 56, \"avg_response\": 1.25}, {\"age\": \"56\", \"support\": 56, \"avg_response\": 0.7142857142857143}, {\"age\": \"24\", \"support\": 56, \"avg_response\": 0.4642857142857143}, {\"age\": \"39\", \"support\": 54, \"avg_response\": 2.259259259259259}, {\"age\": \"33\", \"support\": 54, \"avg_response\": 1.6296296296296295}, {\"age\": \"43\", \"support\": 54, \"avg_response\": 1.6296296296296295}, {\"age\": \"40\", \"support\": 54, \"avg_response\": 1.5925925925925926}, {\"age\": \"31\", \"support\": 54, \"avg_response\": 1.4074074074074074}, {\"age\": \"29\", \"support\": 54, \"avg_response\": 1.2592592592592593}, {\"age\": \"42\", \"support\": 54, \"avg_response\": 1.0}, {\"age\": \"57\", \"support\": 54, \"avg_response\": 0.6296296296296297}, {\"age\": \"37\", \"support\": 52, \"avg_response\": 1.5769230769230769}, {\"age\": \"34\", \"support\": 52, \"avg_response\": 1.1538461538461537}, {\"age\": \"59\", \"support\": 52, \"avg_response\": 1.1538461538461537}, {\"age\": \"55\", \"support\": 52, \"avg_response\": 0.9615384615384616}, {\"age\": \"58\", \"support\": 52, \"avg_response\": 0.23076923076923078}, {\"age\": \"35\", \"support\": 50, \"avg_response\": 1.68}, {\"age\": \"38\", \"support\": 50, \"avg_response\": 1.48}, {\"age\": \"36\", \"support\": 50, \"avg_response\": 1.24}, {\"age\": \"62\", \"support\": 48, \"avg_response\": 0.5416666666666666}, {\"age\": \"64\", \"support\": 46, \"avg_response\": 0.8260869565217391}, {\"age\": \"61\", \"support\": 46, \"avg_response\": 0.7391304347826086}, {\"age\": \"63\", \"support\": 46, \"avg_response\": 0.5652173913043478}, {\"age\": \"60\", \"support\": 46, \"avg_response\": 0.34782608695652173}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c124e6623e6a10a680b83e54da9ffc3ad7dcce63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.193841+00:00", + "ended_at": "2026-05-04T08:37:47.200782+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_08e5ec02e7ff369b", + "problem_id": "v2p_m4_0a6430c93a190077", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=children, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "children", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_08e5ec02e7ff369b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50c7f31c5e523b998f7b227a012eb82e935eb191 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5550, "bytes_utf8": 5550, "lines": 183, "estimated_tokens": 1574}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21664, "cached_input_tokens": 20864, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb995416da38b0fd31615f029a060e5cfc8ab0b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_091ea2312faacbe9", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11861.28, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_091ea2312faacbe9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c9ba6d2853edf573f5df3edf15002e70a0c5443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:47.255207+00:00", + "ended_at": "2026-05-04T08:14:59.116890+00:00", + "elapsed_ms": 11861.28, + "prompt_metrics": { + "chars": 5550, + "bytes_utf8": 5550, + "lines": 183, + "estimated_tokens": 1574 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13173 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 21664, + "cached_input_tokens": 20864, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..641e64495b99b87c692dd0ba4458cc7158ef4ece --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c67091f719b2ec9c14543c1dfebf6f3fcb52497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-da74-7a22-9cfc-371c9e97f45a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"smoker\\\" and condition_col bound to \\\"sex\\\", measuring the rate of female records within each smoker group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21664,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce6e8cd4d94b4ed9fb180359e2f4fe71d385fb06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"smoker\" and condition_col bound to \"sex\", measuring the rate of female records within each smoker group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57ee2e25a772843a118dd0cd0ba6e6c5200ae5fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:47.464372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:49.827161Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:58.077934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b06771ea09c3cc4547213ae363573d1f84fb49ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=sex. +Result preview: [{"smoker": "no", "condition_rate": 0.5135869565217391}, {"smoker": "yes", "condition_rate": 0.41134751773049644}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91147a7b7b922d81298c2754d47b5b83e9601497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_091ea2312faacbe9 +-- problem_id: v2p_m4_1809567dec9baebb +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a30cc272d895b2c9c839fa5d0f7c347f2841ed4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"no\", \"condition_rate\": 0.5135869565217391}, {\"smoker\": \"yes\", \"condition_rate\": 0.41134751773049644}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60b4efd1e347f573ca5405ebd069dfbd63e6bf08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:14:47.252795+00:00", + "ended_at": "2026-05-04T08:14:59.145547+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_091ea2312faacbe9", + "problem_id": "v2p_m4_1809567dec9baebb", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=sex.", + "bindings": { + "group_col": "smoker", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_091ea2312faacbe9.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_091ea2312faacbe9", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11861.28, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_091ea2312faacbe9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ceb8ca83d3a2bd60f8628ce5c8d8db04abf02ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_091ea2312faacbe9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:59.136603+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11861.28, "started_at": "2026-05-04T08:14:47.255207+00:00", "ended_at": "2026-05-04T08:14:59.116890+00:00", "prompt_metrics": {"chars": 5550, "bytes_utf8": 5550, "lines": 183, "estimated_tokens": 1574}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21664, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:14:47.464372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:49.827161Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9241f63850a0273fcb0fd392b12c154ef2e290da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-a4bc-71f3-963f-9680aac3e7d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"age\\\". CAST(\\\"age\\\" AS REAL) is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e58c551b81adf3e88c6c25d32dafc89bf19113df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col bound to \"sex\" and measure_col bound to \"age\". CAST(\"age\" AS REAL) is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d72ef15b858b01ca1f86bb01029592e79e6d16b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:49.432348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:51.963191Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:00.488339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..372746ebfdbcc9709601701d8333749c45074f24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "male", "total_measure": 54480.0}, {"sex": "female", "total_measure": 53932.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..51ad56829e6804ab799b2c802f26d155e3ed0fab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_0afc02fdb9a813b6 +-- problem_id: v2p_m4_601e9a8065141c33 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..690214c1c8a3da583047d8238481e0becb4aeaf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"sex\", \"total_measure\"], \"rows\": [{\"sex\": \"male\", \"total_measure\": 54480.0}, {\"sex\": \"female\", \"total_measure\": 53932.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c3886edbbb341867d5d0b4d36f1eac53bd0a55a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:05:49.221485+00:00", + "ended_at": "2026-05-04T08:06:01.601002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0afc02fdb9a813b6", + "problem_id": "v2p_m4_601e9a8065141c33", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_0afc02fdb9a813b6.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0afc02fdb9a813b6", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12348.48, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_0afc02fdb9a813b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcdf5906a6c8d0ae32f1cc4aa89c0c722da5764f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0afc02fdb9a813b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:06:01.588677+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12348.48, "started_at": "2026-05-04T08:05:49.223555+00:00", "ended_at": "2026-05-04T08:06:01.572437+00:00", "prompt_metrics": {"chars": 5284, "bytes_utf8": 5284, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:05:49.432348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:51.963191Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi, condition_col=charges.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc1a44e90a0921d2bca09a8c6b7b9b05fa81bc61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-eb98-7882-bd82-7b7e26b3e775"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY \\\"bmi_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n MIN(CASE WHEN \\\"rn\\\" >= \\\"cnt\\\" * 0.9 THEN \\\"bmi_num\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation per region after filtering rows where \\\"charges\\\" equals 10096.97.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":19840,"output_tokens":717}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de896db57c85f70924557cc644228be294373ae8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"region\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY \"bmi_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"region\",\n MIN(CASE WHEN \"rn\" >= \"cnt\" * 0.9 THEN \"bmi_num\" END) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"region\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation per region after filtering rows where \"charges\" equals 10096.97."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09562c2e26393121c073bdf5097c2029f49c92b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:58.320376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:00.777891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:25.847356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a1db2d4040344fb3452075336fa204394525527 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi, condition_col=charges. +Result preview: [{"region": "southwest", "conditional_percentile": 25.8}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a16d3f83ae1335b56179036d24e61bbaaf069419 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_0cd743a674d3c9e4 +-- problem_id: v2p_m4_5606ebb37fcfc386 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_num" + FROM "m4" + WHERE CAST("charges" AS REAL) = 10096.97 +), +"ranked" AS ( + SELECT + "region", + "bmi_num", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY "bmi_num") AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "filtered" +) +SELECT + "region", + MIN(CASE WHEN "rn" >= "cnt" * 0.9 THEN "bmi_num" END) AS "conditional_percentile" +FROM "ranked" +GROUP BY "region" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c4b7e527e4e83ac7d5267d715151e9f16a6ea5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"region\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY \"bmi_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"region\",\n MIN(CASE WHEN \"rn\" >= \"cnt\" * 0.9 THEN \"bmi_num\" END) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"region\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY \\\"bmi_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n MIN(CASE WHEN \\\"rn\\\" >= \\\"cnt\\\" * 0.9 THEN \\\"bmi_num\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"region\", \"conditional_percentile\"], \"rows\": [{\"region\": \"southwest\", \"conditional_percentile\": 25.8}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccef7c98af9ad8096c463931e33bdcfab85e5575 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:27:58.089169+00:00", + "ended_at": "2026-05-04T08:28:26.812712+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0cd743a674d3c9e4", + "problem_id": "v2p_m4_5606ebb37fcfc386", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi, condition_col=charges.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_0cd743a674d3c9e4.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0cd743a674d3c9e4", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 19840, + "output_tokens": 717, + "total_tokens": 22439, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1632, + "estimated_output_tokens": 243, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28683.37, + "sql_execution_elapsed_ms_total": 1.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_0cd743a674d3c9e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49ebd89d90d56643d6d71f01c4871447de97318a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:26.801964+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28683.37, "started_at": "2026-05-04T08:27:58.091316+00:00", "ended_at": "2026-05-04T08:28:26.774754+00:00", "prompt_metrics": {"chars": 5808, "bytes_utf8": 5808, "lines": 185, "estimated_tokens": 1632}, "response_metrics": {"chars": 817, "bytes_utf8": 817, "lines": 1, "estimated_tokens": 243}, "usage": {"input_tokens": 21722, "cached_input_tokens": 19840, "output_tokens": 717}, "stderr_preview": "2026-05-04T08:27:58.320376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:00.777891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"cnt\\\" * 0.9 THEN \\\"bmi_num\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation per region after filtering rows where \\\"charges\\\" equals 10096.97.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2954ecb65e22f90e1b1ae539c905febc46da8fdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_0cd743a674d3c9e4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0cd743a674d3c9e4", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 19840, + "output_tokens": 717, + "total_tokens": 22439, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1632, + "estimated_output_tokens": 243, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28683.37, + "sql_execution_elapsed_ms_total": 1.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_0cd743a674d3c9e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba56ce22e09048077d7eac010309dae3d4fd8404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5209, "bytes_utf8": 5209, "lines": 178, "estimated_tokens": 1486}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21576, "cached_input_tokens": 2432, "output_tokens": 100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94538ae44f7d106a593928f04df5a5a1dc35ae2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_15b8288785f7fc72", + "api_calls": 0, + "input_tokens": 21576, + "cached_input_tokens": 2432, + "output_tokens": 100, + "total_tokens": 21676, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1486, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1570, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10979.05, + "sql_execution_elapsed_ms_total": 1.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_15b8288785f7fc72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1dcde11ed8b695606738f687144c3462a61bb7fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:34.102695+00:00", + "ended_at": "2026-05-04T07:58:45.081549+00:00", + "elapsed_ms": 10979.05, + "prompt_metrics": { + "chars": 5209, + "bytes_utf8": 5209, + "lines": 178, + "estimated_tokens": 1486 + }, + "stdout_metrics": { + "chars": 678, + "bytes_utf8": 678, + "lines": 4, + "estimated_tokens": 183 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 21576, + "cached_input_tokens": 2432, + "output_tokens": 100 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c653ddfb5c6832ce5f9007e13783d0962f1d092 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "region", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3fd97ca05d015d49316ee3f9e3d9e58ac0e2826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-00f3-7053-9104-ebb28462582d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"region\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned template with group_col bound to \\\"region\\\" on the single table \\\"m4\\\". Used only the provided table and columns, with SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21576,"cached_input_tokens":2432,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a479cef2f686c40f7970cee8a6270a8cde0ae9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"region\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY row_count DESC;","notes":"Applied the planned template with group_col bound to \"region\" on the single table \"m4\". Used only the provided table and columns, with SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59fdfd5433a80757187ca1e35a0e2ec39fad2020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:34.293625Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:36.566498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:44.294671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af05a5b221f45ef264b1f58bf100f2405d120023 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region. +Result preview: [{"region": "southeast", "row_count": 766}, {"region": "southwest", "row_count": 684}, {"region": "northwest", "row_count": 664}, {"region": "northeast", "row_count": 658}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25f11995203b293b2168d5a4234bb88384e704f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_15b8288785f7fc72 +-- problem_id: v2p_m4_81d27edaa236f8a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS row_count +FROM "m4" +GROUP BY "region" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92b22086fe115a3830e3dca1258a17edb40b1465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"region\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"region\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"region\", \"row_count\"], \"rows\": [{\"region\": \"southeast\", \"row_count\": 766}, {\"region\": \"southwest\", \"row_count\": 684}, {\"region\": \"northwest\", \"row_count\": 664}, {\"region\": \"northeast\", \"row_count\": 658}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6772e52e3fa8ab06270517e55a85b6640020698e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:58:34.099963+00:00", + "ended_at": "2026-05-04T07:58:45.110649+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_15b8288785f7fc72", + "problem_id": "v2p_m4_81d27edaa236f8a0", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_15b8288785f7fc72.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_15b8288785f7fc72", + "api_calls": 0, + "input_tokens": 21576, + "cached_input_tokens": 2432, + "output_tokens": 100, + "total_tokens": 21676, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1486, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1570, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10979.05, + "sql_execution_elapsed_ms_total": 1.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_15b8288785f7fc72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d293a6c557d2bc6afef23af5adbfc423684ffe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_15b8288785f7fc72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:45.099999+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10979.05, "started_at": "2026-05-04T07:58:34.102695+00:00", "ended_at": "2026-05-04T07:58:45.081549+00:00", "prompt_metrics": {"chars": 5209, "bytes_utf8": 5209, "lines": 178, "estimated_tokens": 1486}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21576, "cached_input_tokens": 2432, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:58:34.293625Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:36.566498Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d5897cf2166b472503591c57fc9442b82366187 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-c379-7142-b14e-be968ac4e759"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with bindings group_col=children, group_col_2=region, and measure_col=bmi. Cast \\\"bmi\\\" from TEXT to REAL for correct SQLite averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21657,"cached_input_tokens":20864,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53c68dcc5e45f0fe651701f1ac86115f24e38c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with bindings group_col=children, group_col_2=region, and measure_col=bmi. Cast \"bmi\" from TEXT to REAL for correct SQLite averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9e38ffb36f55596f03cb25d9ad0c776cf640b6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:20.384390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:22.904686Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:30.716648Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b809edcf578d05754830e7c4a2f01984d184ef27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi. +Result preview: [{"children": "4", "region": "southeast", "avg_measure": 34.232}, {"children": "2", "region": "southeast", "avg_measure": 33.86742857142857}, {"children": "0", "region": "southeast", "avg_measure": 33.648666666666664}, {"children": "1", "region": "southeast", "avg_measure": 33.34851485148515}, {"children": "3", "region": "southeast", "avg_measure": 32.55694444444444}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d5ee42c77b8ee538221279d06b6a1e6d67254af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_1738401e2012e53e +-- problem_id: v2p_m4_cc50281dffdcfb9b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd0d09c578c86eef84386457cc169052d07f489c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"region\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"region\": \"southeast\", \"avg_measure\": 34.232}, {\"children\": \"2\", \"region\": \"southeast\", \"avg_measure\": 33.86742857142857}, {\"children\": \"0\", \"region\": \"southeast\", \"avg_measure\": 33.648666666666664}, {\"children\": \"1\", \"region\": \"southeast\", \"avg_measure\": 33.34851485148515}, {\"children\": \"3\", \"region\": \"southeast\", \"avg_measure\": 32.55694444444444}, {\"children\": \"4\", \"region\": \"northeast\", \"avg_measure\": 32.42214285714286}, {\"children\": \"2\", \"region\": \"southwest\", \"avg_measure\": 32.166101694915255}, {\"children\": \"5\", \"region\": \"southeast\", \"avg_measure\": 31.368333333333336}, {\"children\": \"3\", \"region\": \"southwest\", \"avg_measure\": 31.32894736842105}, {\"children\": \"3\", \"region\": \"northwest\", \"avg_measure\": 30.37625}, {\"children\": \"0\", \"region\": \"southwest\", \"avg_measure\": 30.373287671232877}, {\"children\": \"1\", \"region\": \"northeast\", \"avg_measure\": 30.17392405063291}, {\"children\": \"4\", \"region\": \"northwest\", \"avg_measure\": 29.877499999999998}, {\"children\": \"1\", \"region\": \"southwest\", \"avg_measure\": 29.85185185185185}, {\"children\": \"4\", \"region\": \"southwest\", \"avg_measure\": 29.6}, {\"children\": \"2\", \"region\": \"northwest\", \"avg_measure\": 29.526567164179102}, {\"children\": \"5\", \"region\": \"northeast\", \"avg_measure\": 29.418333333333333}, {\"children\": \"0\", \"region\": \"northeast\", \"avg_measure\": 29.1252027027027}, {\"children\": \"0\", \"region\": \"northwest\", \"avg_measure\": 28.848097014925372}, {\"children\": \"1\", \"region\": \"northwest\", \"avg_measure\": 28.6292}, {\"children\": \"3\", \"region\": \"northeast\", \"avg_measure\": 28.33375}, {\"children\": \"5\", \"region\": \"southwest\", \"avg_measure\": 28.23}, {\"children\": \"2\", \"region\": \"northeast\", \"avg_measure\": 27.886153846153846}, {\"children\": \"5\", \"region\": \"northwest\", \"avg_measure\": 24.225}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c73eba6b065018ecf5934440130c9dd6fcf963c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:22:20.129208+00:00", + "ended_at": "2026-05-04T08:22:31.580543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1738401e2012e53e", + "problem_id": "v2p_m4_cc50281dffdcfb9b", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_1738401e2012e53e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1738401e2012e53e", + "api_calls": 0, + "input_tokens": 21657, + "cached_input_tokens": 20864, + "output_tokens": 121, + "total_tokens": 21778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1567, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.54, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_1738401e2012e53e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08153ec0288c01cb1acca88ce336a677be578dd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1738401e2012e53e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:31.566979+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11407.54, "started_at": "2026-05-04T08:22:20.129208+00:00", "ended_at": "2026-05-04T08:22:31.540235+00:00", "prompt_metrics": {"chars": 5468, "bytes_utf8": 5468, "lines": 182, "estimated_tokens": 1567}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21657, "cached_input_tokens": 20864, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:22:20.384390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:22.904686Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce8f68da7be3a005f8a12601fe0a80fad4e1eefe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-3175-7040-aa6f-ab6db8024dd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col bound to \\\"children\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ca09b4f3d0ef80f31ec743791a7c5664233c63c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col bound to \"children\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dfb4c7a2ffb63708436e929bebe53a3cbcc3ff7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:25.443813Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:27.968859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:35.410498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba2c3700fa587a254738031ec7f9625120b53262 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "0", "total_measure": 36325.41}, {"children": "1", "total_measure": 20634.26}, {"children": "2", "total_measure": 15393.76}, {"children": "3", "total_measure": 9907.92}, {"children": "4", "total_measure": 1628.36}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eed5d06f5b599967c5a18afdb1c26d7b4e32d7c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_173dc69363fbcbab +-- problem_id: v2p_m4_090c7e9476cf843a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6899db23596b583875efd72dedc27747b881a022 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"children\", \"total_measure\"], \"rows\": [{\"children\": \"0\", \"total_measure\": 36325.41}, {\"children\": \"1\", \"total_measure\": 20634.26}, {\"children\": \"2\", \"total_measure\": 15393.76}, {\"children\": \"3\", \"total_measure\": 9907.92}, {\"children\": \"4\", \"total_measure\": 1628.36}, {\"children\": \"5\", \"total_measure\": 1214.43}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5bfc5db4daad47d07ac8de557a798ac19d43cd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:06:25.257410+00:00", + "ended_at": "2026-05-04T08:06:36.348195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_173dc69363fbcbab", + "problem_id": "v2p_m4_090c7e9476cf843a", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_173dc69363fbcbab.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_173dc69363fbcbab", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11050.76, + "sql_execution_elapsed_ms_total": 2.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_173dc69363fbcbab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bad13c84ae2489aa59730ab35da7c822c394714d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_173dc69363fbcbab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:06:36.334592+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11050.76, "started_at": "2026-05-04T08:06:25.259651+00:00", "ended_at": "2026-05-04T08:06:36.310508+00:00", "prompt_metrics": {"chars": 5297, "bytes_utf8": 5297, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:06:25.443813Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:27.968859Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cdf8f735d77574eca31e0bb19ac73fbcdf4b711 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,189 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'yes'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1790dfb7d3c35ef9c3d650be97380ec540695793 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-02b5-7b41-817a-61b9ab4c510f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'yes'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each \\\"sex\\\" group after filtering rows where \\\"smoker\\\" = 'yes'. \\\"age\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21715,"cached_input_tokens":6528,"output_tokens":435}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb8f855a606dfbb1d9b9a12b35b2bdcbc7dd37d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'yes'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each \"sex\" group after filtering rows where \"smoker\" = 'yes'. \"age\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92018aa9bff22213df3b8f2888311906cfc325e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-4255-7b11-a427-421998db8c99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'yes'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.9 * cnt) with SQLite-compatible integer arithmetic for ceil(9*cnt/10): CAST(((9 * cnt) + 9) / 10 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21952,"cached_input_tokens":6528,"output_tokens":459}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8780f32e4ec2517da82584a50eff2e2f0b3c7726 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'yes'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL(0.9 * cnt) with SQLite-compatible integer arithmetic for ceil(9*cnt/10): CAST(((9 * cnt) + 9) / 10 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b75bdefd328deb7052e99e7f4b40c243ad68ba78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:42.099509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:44.427619Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:57.243022Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3239d9ed784c9669941848d00f170b7abe60b13c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:58.353911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:00.663942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:13.825286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..53f89509214bb4680f0b974d67e35a1ea0003cfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=smoker. +Result preview: [{"sex": "female", "conditional_percentile": 61.0}, {"sex": "male", "conditional_percentile": 59.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07e8458b8720ecaa7e6082e6af7a5a670e0cdfe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_1c9a120f3f99e8f8 +-- problem_id: v2p_m4_0d5bdf1d39cd8f09 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_num" + FROM "m4" + WHERE "smoker" = 'yes' + AND "sex" IS NOT NULL + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +) +SELECT + "sex", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ab3710dddc5600fba50677a06a76797d7959089 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'yes'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'yes'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"female\", \"conditional_percentile\": 61.0}, {\"sex\": \"male\", \"conditional_percentile\": 59.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3c7a8f71f8870363694a1df4c1b188314c984be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:23:41.868868+00:00", + "ended_at": "2026-05-04T08:24:14.692305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1c9a120f3f99e8f8", + "problem_id": "v2p_m4_0d5bdf1d39cd8f09", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=smoker.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_1c9a120f3f99e8f8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1c9a120f3f99e8f8", + "api_calls": 0, + "input_tokens": 43667, + "cached_input_tokens": 13056, + "output_tokens": 894, + "total_tokens": 44561, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3487, + "estimated_output_tokens": 513, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32774.79, + "sql_execution_elapsed_ms_total": 2.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_1c9a120f3f99e8f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..704f3a4939ab6620423c74a4b56a56446eaa84f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1c9a120f3f99e8f8/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:23:58.148932+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16261.17, "started_at": "2026-05-04T08:23:41.870229+00:00", "ended_at": "2026-05-04T08:23:58.132204+00:00", "prompt_metrics": {"chars": 5786, "bytes_utf8": 5786, "lines": 185, "estimated_tokens": 1625}, "response_metrics": {"chars": 870, "bytes_utf8": 870, "lines": 1, "estimated_tokens": 260}, "usage": {"input_tokens": 21715, "cached_input_tokens": 6528, "output_tokens": 435}, "stderr_preview": "2026-05-04T08:23:42.099509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:44.427619Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81b2819af5989dfed2b358032118dacfce638421 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_1f730533602efff3\n-- problem_id: v2p_m4_6ece87a8b17d0766\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"charges\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m4\"\nGROUP BY \"charges\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_1f730533602efff3\\n-- problem_id: v2p_m4_6ece87a8b17d0766\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"charges\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"charges\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"charges\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d1117b89b95d74556a50ff1270157eb598672dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.220591+00:00", + "ended_at": "2026-05-04T08:37:47.226677+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1f730533602efff3", + "problem_id": "v2p_m4_6ece87a8b17d0766", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=charges.", + "bindings": { + "key_col": "charges", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_1f730533602efff3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_1f730533602efff3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b25138e606f7a455fcc724e8064ae77f3983001 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5297, "bytes_utf8": 5297, "lines": 180, "estimated_tokens": 1511}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 103}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..915fe40cb5bbf4e126ac7123b137cddaca10d671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2600b55ce4d5c2d2", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1598, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15228.14, + "sql_execution_elapsed_ms_total": 1.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_2600b55ce4d5c2d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82f82a42680f47d368f5c84df68a7b4494314093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:04:03.214263+00:00", + "ended_at": "2026-05-04T08:04:18.442872+00:00", + "elapsed_ms": 15228.14, + "prompt_metrics": { + "chars": 5297, + "bytes_utf8": 5297, + "lines": 180, + "estimated_tokens": 1511 + }, + "stdout_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 4, + "estimated_tokens": 186 + }, + "stderr_metrics": { + "chars": 12796, + "bytes_utf8": 12796, + "lines": 33, + "estimated_tokens": 7037 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": 87 + }, + "usage": { + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 103 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74dfb7c374cf2bae6411ee87754c4e6379dcc6f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ffe06e82e7d1862df4a750375095b54e8b11d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-0682-7203-b8de-94374b964fae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=region and measure_col=age. Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":103}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c512dbd645a21ef48d9ed31ab6a82835cd5bfa10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=region and measure_col=age. Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1a17199aad3c24fcd5427287d411354ec5cd854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,33 @@ +2026-05-04T08:04:03.390007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:08.417292Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T08:04:08.422324Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T08:04:08.426037Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:04:08.426859Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T08:04:17.277615Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9981f31524865e3d245d0e28cb13130910af1ff7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southwest", "avg_measure": 39.39766081871345}, {"region": "northeast", "avg_measure": 39.243161094224924}, {"region": "northwest", "avg_measure": 39.08132530120482}, {"region": "southeast", "avg_measure": 38.762402088772845}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..730a5baab03c1fe1128afe2edcc3e3a87c3b4520 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_2600b55ce4d5c2d2 +-- problem_id: v2p_m4_e2dbd187ca2c852f +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6660b1efa2d444efa8f80721538543fdc2c37473 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"region\", \"avg_measure\"], \"rows\": [{\"region\": \"southwest\", \"avg_measure\": 39.39766081871345}, {\"region\": \"northeast\", \"avg_measure\": 39.243161094224924}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1ac359ae2f74b582b41bffe21ef516d78a79bea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:04:03.211832+00:00", + "ended_at": "2026-05-04T08:04:18.465966+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2600b55ce4d5c2d2", + "problem_id": "v2p_m4_e2dbd187ca2c852f", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_2600b55ce4d5c2d2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2600b55ce4d5c2d2", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1598, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15228.14, + "sql_execution_elapsed_ms_total": 1.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_2600b55ce4d5c2d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25999b40f62a2ee950a48201126263bbf880fceb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:18.456423+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15228.14, "started_at": "2026-05-04T08:04:03.214263+00:00", "ended_at": "2026-05-04T08:04:18.442872+00:00", "prompt_metrics": {"chars": 5297, "bytes_utf8": 5297, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 103}, "stderr_preview": "2026-05-04T08:04:03.390007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:08.417292Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T08:04:08.422324Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof\n2026-05-04T08:04:08.426037Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:04:08.426859Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"un", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=region and measure_col=age. Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c94f61023ac205213549c8a920d9a9655df83b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2600b55ce4d5c2d2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2600b55ce4d5c2d2", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1598, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15228.14, + "sql_execution_elapsed_ms_total": 1.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_2600b55ce4d5c2d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..414c732dd9b6ff217210fdad9847e69f026ea51e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "southeast", "support": 766, "support_share": 0.2763347763347763, "support_rank": 1}, {"value_label": "southwest", "support": 684, "support_share": 0.24675324675324675, "support_rank": 2}, {"value_label": "northwest", "support": 664, "support_share": 0.23953823953823955, "support_rank": 3}, {"value_label": "northeast", "support": 658, "support_share": 0.23737373737373738, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71933f0e973707a344df93419b19542994373c6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_27199dfc029f4a21 +-- problem_id: v2p_m4_a41bb0ced785db4a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2727990ae407baed3a9ecc6aac0354521357cc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m4_27199dfc029f4a21\n-- problem_id: v2p_m4_a41bb0ced785db4a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"region\" AS value_label, COUNT(*) AS support\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m4_27199dfc029f4a21\\n-- problem_id: v2p_m4_a41bb0ced785db4a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"region\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"southeast\", \"support\": 766, \"support_share\": 0.2763347763347763, \"support_rank\": 1}, {\"value_label\": \"southwest\", \"support\": 684, \"support_share\": 0.24675324675324675, \"support_rank\": 2}, {\"value_label\": \"northwest\", \"support\": 664, \"support_share\": 0.23953823953823955, \"support_rank\": 3}, {\"value_label\": \"northeast\", \"support\": 658, \"support_share\": 0.23737373737373738, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bf804e60229b0ee6b7daca7efa4b77b0bf6d669 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.177612+00:00", + "ended_at": "2026-05-04T08:37:47.182588+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_27199dfc029f4a21", + "problem_id": "v2p_m4_a41bb0ced785db4a", + "dataset_id": "m4", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=region.", + "bindings": { + "group_col": "region" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_27199dfc029f4a21.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_27199dfc029f4a21/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc5ff1ed7e02851c38b84abc3eba0cf2527f34c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5305, "bytes_utf8": 5305, "lines": 180, "estimated_tokens": 1512}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21b520dd14cfc0e6b6adced119340e8e6ae7adb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_294448a6a619822a", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15213.36, + "sql_execution_elapsed_ms_total": 2.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_294448a6a619822a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7c3b99a582260df1b41529f74271fb6ca87da6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:03:22.296908+00:00", + "ended_at": "2026-05-04T08:03:37.507632+00:00", + "elapsed_ms": 15213.36, + "prompt_metrics": { + "chars": 5305, + "bytes_utf8": 5305, + "lines": 180, + "estimated_tokens": 1512 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13261 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 379, + "bytes_utf8": 379, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a037e417d006ef435e6160f23a70fb5614564f14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f20c347b84ea4c7f0b9552e75b627356e8fc414 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-66ba-7090-bc8a-8e658d1f85e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"children\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc7ed5c4af90892e401c85e8920baa7c220892b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"children\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a2144cff94ff1e7e455fd97aff4320aa3315522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:22.489032Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:24.837250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:36.600346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f643dcfadc76a810dfcf6cda75e98deda04621c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "avg_measure": 31.314615384615383}, {"children": "2", "avg_measure": 31.035806451612903}, {"children": "1", "avg_measure": 30.705744047619046}, {"children": "0", "avg_measure": 30.628507588532887}, {"children": "3", "avg_measure": 30.580000000000002}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eca8895a0cd51762236fc776a1f7ef4f7df548c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_294448a6a619822a +-- problem_id: v2p_m4_dbbd908d680efb07 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df7caedb7cee0bbd98e20fa4daba8395693cca57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"avg_measure\": 31.314615384615383}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046}, {\"children\": \"0\", \"avg_measure\": 30.628507588532887}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ad876504858e2d04fa55eccd89ec4ffbb8192f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:03:22.293996+00:00", + "ended_at": "2026-05-04T08:03:37.540306+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_294448a6a619822a", + "problem_id": "v2p_m4_dbbd908d680efb07", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_294448a6a619822a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_294448a6a619822a", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15213.36, + "sql_execution_elapsed_ms_total": 2.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_294448a6a619822a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01bbe451038168687eb80577edeab623ec477fa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_294448a6a619822a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:37.529558+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15213.36, "started_at": "2026-05-04T08:03:22.296908+00:00", "ended_at": "2026-05-04T08:03:37.507632+00:00", "prompt_metrics": {"chars": 5305, "bytes_utf8": 5305, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:03:22.489032Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:24.837250Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fac7317f0372b493424e8b63028c587e70eec62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-73af-7563-9482-9e158511e037"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"region\\\" and the bound predicate \\\"region\\\" = 'northeast'. Identifier quoting is SQLite-compatible with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41853cc1c087ad5e238b98ada8eff6bd3735e508 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"region\" and the bound predicate \"region\" = 'northeast'. Identifier quoting is SQLite-compatible with double quotes."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1901842bf9f2ba8b3c0b2a4098093fae9b7020c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:20.256059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:22.707716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:35.182429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0681f473f2c0abfdcaefa7a1d61101cf40c8c291 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region. +Result preview: [{"region": "northeast", "support": 658}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c415c87bc0f674d9dbb6afba73427df0be629266 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_2f4acac82929f0fc +-- problem_id: v2p_m4_bb10c83c49cf8519 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..952b6f70ac772a75fe341c9b9ab1da96143b6a55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"support\": 658}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4021a018a1e21384382168c360910ca7721b53f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:02:20.089888+00:00", + "ended_at": "2026-05-04T08:02:36.028229+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2f4acac82929f0fc", + "problem_id": "v2p_m4_bb10c83c49cf8519", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_2f4acac82929f0fc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2f4acac82929f0fc", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 21765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15894.3, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_2f4acac82929f0fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f02aa48f5b34baab17704a6987e10b3ac0cb91d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2f4acac82929f0fc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:36.010807+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15894.3, "started_at": "2026-05-04T08:02:20.093094+00:00", "ended_at": "2026-05-04T08:02:35.987893+00:00", "prompt_metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21650, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:02:20.256059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:22.707716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc939d6d0089d265c976bfdb85dea98e253a232d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-b1fb-7522-8c7a-9503b6c26077"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"region\\\" and predicate_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric comparison in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2e61b37b80938ec38f494764eabca554f2fc557 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required template with group_col bound to \"region\" and predicate_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric comparison in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f3a4340bf8fd07f644b044e75cc15f421217b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:36.209919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:38.656928Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:46.433909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cee90587ec73d76bcf97608bb0b9ed078837105 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region. +Result preview: [{"region": "southeast", "support": 322}, {"region": "southwest", "support": 166}, {"region": "northeast", "support": 114}, {"region": "northwest", "support": 96}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..acdece9d37da4eda23631c6cde87c081650175e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_2ff414b1756d5608 +-- problem_id: v2p_m4_9eb14eb68058f15b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "region" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3294050975b2b6e3dffc5e7a4b7770a063179fbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"southeast\", \"support\": 322}, {\"region\": \"southwest\", \"support\": 166}, {\"region\": \"northeast\", \"support\": 114}, {\"region\": \"northwest\", \"support\": 96}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef07a8d69dc65747da11b224133a81766506bc87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:02:36.031480+00:00", + "ended_at": "2026-05-04T08:02:47.324022+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2ff414b1756d5608", + "problem_id": "v2p_m4_9eb14eb68058f15b", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_2ff414b1756d5608.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2ff414b1756d5608", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11263.03, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_2ff414b1756d5608\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5e56cc1ea3800d868f01ca699ef63d1dc843b86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:47.315597+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11263.03, "started_at": "2026-05-04T08:02:36.034727+00:00", "ended_at": "2026-05-04T08:02:47.292720+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21650, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:02:36.209919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:38.656928Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 34.77\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"region\\\" and predicate_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric comparison in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..474d770a286d521b1278a0f52c5d7cd0af73ccda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_2ff414b1756d5608/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2ff414b1756d5608", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11263.03, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_2ff414b1756d5608\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5602d3b3bed9cf0c9a85e1959fa96f1ee856ddb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5376, "bytes_utf8": 5376, "lines": 180, "estimated_tokens": 1522}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21612, "cached_input_tokens": 20864, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79a1c9b8305c85d74dd2c84f81a9bb1ce7a8be41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_310de2036e677dfb", + "api_calls": 0, + "input_tokens": 21612, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1522, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12863.19, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_310de2036e677dfb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2570040c0f6bcabf3dcdce441b7b2892e94472cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:12.806105+00:00", + "ended_at": "2026-05-04T08:10:25.669178+00:00", + "elapsed_ms": 12863.19, + "prompt_metrics": { + "chars": 5376, + "bytes_utf8": 5376, + "lines": 180, + "estimated_tokens": 1522 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 21612, + "cached_input_tokens": 20864, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b74a6e48de9f44bdbff17158100d5d3918cb174 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e7032b834792e3c2a30abec21dc68b010960496 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-aa45-7623-b660-33bad3e9a0a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"region\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"region\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"region\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21612,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aa883feccdf885d07671ce74862a38226b628cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"region\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"region\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"region\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb69f64ec1126b13f816808b24c3ea18448d5d8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:12.989425Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:15.587226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:24.786585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1847eeb6e36fb7e64d6fa76b3cca36599f044399 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southwest", "avg_measure": 39.39766081871345}, {"region": "northeast", "avg_measure": 39.243161094224924}, {"region": "northwest", "avg_measure": 39.08132530120482}, {"region": "southeast", "avg_measure": 38.762402088772845}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..442b40e326978f32c2f1fb6c21eabda0b19c3471 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_310de2036e677dfb +-- problem_id: v2p_m4_71e72699d2d92914 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "region", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "region") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f91ba6f9dc30ebfb2707d9e47bef9c868db1adb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"region\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"region\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"region\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"region\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"region\", \"avg_measure\"], \"rows\": [{\"region\": \"southwest\", \"avg_measure\": 39.39766081871345}, {\"region\": \"northeast\", \"avg_measure\": 39.243161094224924}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df5ab68712fbbbcf6de260a4d948aa1e0f4937d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:10:12.803645+00:00", + "ended_at": "2026-05-04T08:10:25.702773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_310de2036e677dfb", + "problem_id": "v2p_m4_71e72699d2d92914", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_310de2036e677dfb.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_310de2036e677dfb", + "api_calls": 0, + "input_tokens": 21612, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1522, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12863.19, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_310de2036e677dfb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cec9a40e4bd23d50f2c42138aecea38f5f99033e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_310de2036e677dfb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:25.685116+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12863.19, "started_at": "2026-05-04T08:10:12.806105+00:00", "ended_at": "2026-05-04T08:10:25.669178+00:00", "prompt_metrics": {"chars": 5376, "bytes_utf8": 5376, "lines": 180, "estimated_tokens": 1522}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21612, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:10:12.989425Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:15.587226Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94e518274aa84be936e83d62db1ad6cc86045e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-7a34-71a3-9b9d-e99526f58f2c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=children, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a50a3b051404dd0bff0e7280b412df097d161d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=children, and target_col=charges. Cast \"charges\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a97e9f18ee28482b487c267bc7d0baa358634b67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:50.508089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:52.866467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:01.593975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4b24d3fbc0d97ebc2db263dc1dc137875d2ebe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "female", "children": "1", "target_rate": 0.012269938650306749}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}, {"sex": "female", "children": "4", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbe7596f4cbe52da31ba10b192cf3b2f43c60520 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_3347992a2fff411b +-- problem_id: v2p_m4_54b50e3d85c86af0 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e111a87131a4d367bcbf0c3ead077a2239f00e09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.012269938650306749}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07e7d005a80464a447020eba5463b7b50ccfc379 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:19:50.314130+00:00", + "ended_at": "2026-05-04T08:20:02.279412+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3347992a2fff411b", + "problem_id": "v2p_m4_54b50e3d85c86af0", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_3347992a2fff411b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3347992a2fff411b", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11934.04, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_3347992a2fff411b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1655b9eb10a1e09e4345a6ad889ad5d4bf26d2fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3347992a2fff411b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:02.267813+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11934.04, "started_at": "2026-05-04T08:19:50.316326+00:00", "ended_at": "2026-05-04T08:20:02.250425+00:00", "prompt_metrics": {"chars": 5605, "bytes_utf8": 5605, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:19:50.508089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:52.866467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2832309b7f0362beae507aa9527e0c4306c93966 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-6db4-7db3-a771-82b5f0a3d470"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col and predicate_col both bound to \\\"children\\\". Cast \\\"children\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21649,"cached_input_tokens":19840,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f69f8a8415f7b25b381666962b073b6e373314 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required template with group_col and predicate_col both bound to \"children\". Cast \"children\" to REAL because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3b29432cb0e6b7f353ef9654af04bd563b72c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:07.655116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:11.658183Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:19.016653Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..036b030c087338afee765a846d7e97c3c1753e85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "2", "support": 496}, {"children": "3", "support": 324}, {"children": "4", "support": 52}, {"children": "5", "support": 42}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37ee2190b2b8069f28ba183974a30b25bebe85b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_3361b010da4f6cee +-- problem_id: v2p_m4_e2efcb23bebaf77b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c3b645920e6088dbbd84d4d4b20900763fad653 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"2\", \"support\": 496}, {\"children\": \"3\", \"support\": 324}, {\"children\": \"4\", \"support\": 52}, {\"children\": \"5\", \"support\": 42}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..925eff543674a7b7dcb4ded6cdd0e72c5031b966 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:00:07.474982+00:00", + "ended_at": "2026-05-04T08:00:19.967431+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3361b010da4f6cee", + "problem_id": "v2p_m4_e2efcb23bebaf77b", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_3361b010da4f6cee.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3361b010da4f6cee", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 21763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12461.27, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_3361b010da4f6cee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e102e1607c062a3538244e85203874f8f7c2227 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:19.957961+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12461.27, "started_at": "2026-05-04T08:00:07.476889+00:00", "ended_at": "2026-05-04T08:00:19.936451+00:00", "prompt_metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1561}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21649, "cached_input_tokens": 19840, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:00:07.655116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:11.658183Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col and predicate_col both bound to \\\"children\\\". Cast \\\"children\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0577fc9362c8e86715112bc0a7b778763c155553 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3361b010da4f6cee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3361b010da4f6cee", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 21763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12461.27, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_3361b010da4f6cee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79af5f52908a47e0260455ca97484a2bb0c02745 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "southeast", "support": 766, "support_share": 0.2763347763347763, "cumulative_support": 766}, {"value_label": "southwest", "support": 684, "support_share": 0.24675324675324675, "cumulative_support": 1450}, {"value_label": "northwest", "support": 664, "support_share": 0.23953823953823955, "cumulative_support": 2114}, {"value_label": "northeast", "support": 658, "support_share": 0.23737373737373738, "cumulative_support": 2772}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..61753fbec4474286b2b33bc478026feb584bbc21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_3422b7dafce43ccf +-- problem_id: v2p_m4_fb7b0be06ccbf6b2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cd516f607926491d1d2f8a8c9e67aedcbbfadba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m4_3422b7dafce43ccf\n-- problem_id: v2p_m4_fb7b0be06ccbf6b2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"region\" AS value_label, COUNT(*) AS support\n FROM \"m4\"\n GROUP BY \"region\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m4_3422b7dafce43ccf\\n-- problem_id: v2p_m4_fb7b0be06ccbf6b2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"region\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"southeast\", \"support\": 766, \"support_share\": 0.2763347763347763, \"cumulative_support\": 766}, {\"value_label\": \"southwest\", \"support\": 684, \"support_share\": 0.24675324675324675, \"cumulative_support\": 1450}, {\"value_label\": \"northwest\", \"support\": 664, \"support_share\": 0.23953823953823955, \"cumulative_support\": 2114}, {\"value_label\": \"northeast\", \"support\": 658, \"support_share\": 0.23737373737373738, \"cumulative_support\": 2772}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5535305f6b1f46da734522d360bf198d9848f64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.147133+00:00", + "ended_at": "2026-05-04T08:37:47.152007+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3422b7dafce43ccf", + "problem_id": "v2p_m4_fb7b0be06ccbf6b2", + "dataset_id": "m4", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=region.", + "bindings": { + "group_col": "region" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_3422b7dafce43ccf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d45be014c041ff0a52001e297aaa7265bf9ed155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1563}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21651, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c98ff5869d4f96b8a01fae4a0470746575ea1609 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_34753ba7d7049030", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11214.58, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_34753ba7d7049030\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a982343e05fa788e9666dc7c1f6f0f7a7a9b3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:01:32.933447+00:00", + "ended_at": "2026-05-04T08:01:44.148081+00:00", + "elapsed_ms": 11214.58, + "prompt_metrics": { + "chars": 5488, + "bytes_utf8": 5488, + "lines": 182, + "estimated_tokens": 1563 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 21651, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87549ddfa736719a1fb82b1e65ba88a9b218f3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad7f2d6974e4c23733cdb4b6e445e176a9d34b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-bbaf-7a13-b54e-b6b5ba5c8304"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate on \\\"children\\\" >= 2.0. Casted \\\"children\\\" to REAL because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21651,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..276f12f58de04b3821d0aaa8a4a5f8031910ffdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the planned Filtered Top-k Group Count template with group_col=\"children\" and predicate on \"children\" >= 2.0. Casted \"children\" to REAL because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b3b8fedcb57d631d3590e4e5fa2dc2828631d53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:33.173902Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:35.610094Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:42.665145Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7223131e52e9e0ef5c8a4b0806d820ea2cc99d90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "2", "support": 496}, {"children": "3", "support": 324}, {"children": "4", "support": 52}, {"children": "5", "support": 42}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba95c13ad63e98a76bc19fadb2b89c8c239aecb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_34753ba7d7049030 +-- problem_id: v2p_m4_2702e11085db8f7b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74ce103f146334bfb7cf3e4439ba5ca7a0e45536 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"2\", \"support\": 496}, {\"children\": \"3\", \"support\": 324}, {\"children\": \"4\", \"support\": 52}, {\"children\": \"5\", \"support\": 42}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4578d21206420e831a092dcf0b3f6f83f00069ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:01:32.929795+00:00", + "ended_at": "2026-05-04T08:01:44.173557+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_34753ba7d7049030", + "problem_id": "v2p_m4_2702e11085db8f7b", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_34753ba7d7049030.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_34753ba7d7049030", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11214.58, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_34753ba7d7049030\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6172003ef63140286e0be21e228bbab9b5d19ad4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:44.165721+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11214.58, "started_at": "2026-05-04T08:01:32.933447+00:00", "ended_at": "2026-05-04T08:01:44.148081+00:00", "prompt_metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1563}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21651, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:01:33.173902Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:35.610094Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate on \\\"children\\\" >= 2.0. Casted \\\"children\\\" to REAL because the SQLite schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df7f976a4df6579143e2f63eb68e8fbe75bc481c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_34753ba7d7049030/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_34753ba7d7049030", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11214.58, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_34753ba7d7049030\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f912094cee38395a7185d2ce74586522835ae7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5536, "bytes_utf8": 5536, "lines": 183, "estimated_tokens": 1574}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21664, "cached_input_tokens": 19840, "output_tokens": 131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6e319ca492b1c74f6867446526519ac37f4b0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_368916ac92b88d1c", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 21795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1690, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11190.34, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_368916ac92b88d1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec24f67fcdfc6c116e59d4fcb83c1ab19e16673e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:51.064155+00:00", + "ended_at": "2026-05-04T08:13:02.254648+00:00", + "elapsed_ms": 11190.34, + "prompt_metrics": { + "chars": 5536, + "bytes_utf8": 5536, + "lines": 183, + "estimated_tokens": 1574 + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 21664, + "cached_input_tokens": 19840, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0afc4a26f11d1952c28d778de774da00dd1ed2a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db38de6b346cac58f73b5f44831cf7d99401c724 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-1476-7d43-9ab9-e30a09a187aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"region\\\" and condition_col bound to \\\"smoker\\\", measuring the share of non-smokers ('no') in each region. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21664,"cached_input_tokens":19840,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cbf4209f341e0ad407b3bc80a6d6b39dad4fe9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"region\" and condition_col bound to \"smoker\", measuring the share of non-smokers ('no') in each region. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..733eec0cf0c154de168dcedf169461b18fda71cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:51.241810Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:53.600896Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:01.450688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2020e5b3b441592db51acfb2ef82b0172d370052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=smoker. +Result preview: [{"region": "southwest", "condition_rate": 0.827485380116959}, {"region": "northwest", "condition_rate": 0.822289156626506}, {"region": "northeast", "condition_rate": 0.7933130699088146}, {"region": "southeast", "condition_rate": 0.7493472584856397}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94f7b3ce1aff7736cad5010090beb482f0359804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_368916ac92b88d1c +-- problem_id: v2p_m4_9d645b80e2b9ef8d +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76c19ac20dc962f4cd3bda4452404fd6d75aac20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"southwest\", \"condition_rate\": 0.827485380116959}, {\"region\": \"northwest\", \"condition_rate\": 0.822289156626506}, {\"region\": \"northeast\", \"condition_rate\": 0.7933130699088146}, {\"region\": \"southeast\", \"condition_rate\": 0.7493472584856397}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..303d3548cf155510fa3ff17b179db9ec95ff0261 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:12:51.062440+00:00", + "ended_at": "2026-05-04T08:13:02.284500+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_368916ac92b88d1c", + "problem_id": "v2p_m4_9d645b80e2b9ef8d", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=smoker.", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_368916ac92b88d1c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_368916ac92b88d1c", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 21795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1690, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11190.34, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_368916ac92b88d1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58eac6594a94194b5908f4e8bf91ba185c341418 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_368916ac92b88d1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:02.272350+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11190.34, "started_at": "2026-05-04T08:12:51.064155+00:00", "ended_at": "2026-05-04T08:13:02.254648+00:00", "prompt_metrics": {"chars": 5536, "bytes_utf8": 5536, "lines": 183, "estimated_tokens": 1574}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21664, "cached_input_tokens": 19840, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:12:51.241810Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:53.600896Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "children", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..909d48176de0f38634af6fe6b0447b13cd09f168 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019df221-bf78-7791-ba99-d29ab79289f5"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (timeout waiting for child process to exit)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and threshold fixed at 2.0. Casted \\\"children\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00d618a4b0174547daeeeaeece5dfb98561a6e14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"children\" and threshold fixed at 2.0. Casted \"children\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5e5fe6c0cc4ed90294e55a5cdfaf75e622b1e65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,33 @@ +2026-05-04T08:36:31.296134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:41.334785Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:36:50.555218Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T08:37:01.439919Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 217ms)... +2026-05-04T08:37:16.681938Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 423ms)... +2026-05-04T08:37:28.459539Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b8e447b8c8fb113b011f143357debd54bd905c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children. +Result preview: [{"empirical_cdf_at_threshold": 0.8492063492063492}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f68d44e456a2d0624854fe6bda5f1c71d8ac2bed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_372f13402d004a4d +-- problem_id: v2p_m4_3c7772537a06e223 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0169b6fa24a1a312ed4f436fbaa70eef2e3bae08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.8492063492063492}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e44ece7d92a1cbee27de50c79a86784f90103e7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:36:31.062718+00:00", + "ended_at": "2026-05-04T08:37:29.322762+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_372f13402d004a4d", + "problem_id": "v2p_m4_3c7772537a06e223", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_372f13402d004a4d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_372f13402d004a4d", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 58232.17, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_372f13402d004a4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbbed03ce13409d1898b4c6ac859d543a3a561d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:29.313099+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 58232.17, "started_at": "2026-05-04T08:36:31.065633+00:00", "ended_at": "2026-05-04T08:37:29.297806+00:00", "prompt_metrics": {"chars": 5239, "bytes_utf8": 5239, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:36:31.296134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:41.334785Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:36:50.555218Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T08:37:01.439919Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 217ms)...\n2026-05-04T08:37:16.681938Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 423ms)...\n2026-05-04T08:37:28.459539Z WARN codex_analytics::client: event", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and threshold fixed at 2.0. Casted \\\"children\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..003e43e41cef656fe7bd2bc21cc0d85dcef5566f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_372f13402d004a4d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_372f13402d004a4d", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 58232.17, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_372f13402d004a4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88f7d06e3e4a9e16732d0b6b55bedd2b6d648a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5821, "bytes_utf8": 5821, "lines": 185, "estimated_tokens": 1634}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1622, "bytes_utf8": 1622, "lines": 1, "estimated_tokens": 561}, "usage": {"input_tokens": 21724, "cached_input_tokens": 19840, "output_tokens": 1083}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6c9ff47864021eb9c2483718502e21b124b17e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_38b1cd9c0b51e66c", + "api_calls": 0, + "input_tokens": 21724, + "cached_input_tokens": 19840, + "output_tokens": 1083, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 561, + "estimated_total_tokens": 2195, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29446.55, + "sql_execution_elapsed_ms_total": 1.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_38b1cd9c0b51e66c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad68a5d2308e1b18b4c5765c8463156372446425 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:07.624684+00:00", + "ended_at": "2026-05-04T08:25:37.071229+00:00", + "elapsed_ms": 29446.55, + "prompt_metrics": { + "chars": 5821, + "bytes_utf8": 5821, + "lines": 185, + "estimated_tokens": 1634 + }, + "stdout_metrics": { + "chars": 2171, + "bytes_utf8": 2171, + "lines": 4, + "estimated_tokens": 812 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1622, + "bytes_utf8": 1622, + "lines": 1, + "estimated_tokens": 561 + }, + "usage": { + "input_tokens": 21724, + "cached_input_tokens": 19840, + "output_tokens": 1083 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d35f5fe95f5f291fbdc3ed245fefba74d67e4d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children, condition_col=charges.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49b21902affed5fb5159badf8247501e6842cb05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-51c2-7110-9b10-e8fdb0f14a70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"charges\\\" = '10602.385'\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) = CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n THEN CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n ELSE CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n o.\\\"smoker\\\",\\n CASE\\n WHEN b.\\\"lo\\\" = b.\\\"hi\\\" THEN MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo\\\" THEN o.\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo\\\" THEN o.\\\"measure\\\" END) * (b.\\\"hi\\\" - b.\\\"pos\\\") +\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"hi\\\" THEN o.\\\"measure\\\" END) * (b.\\\"pos\\\" - b.\\\"lo\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"bounds\\\" AS b\\n ON o.\\\"smoker\\\" = b.\\\"smoker\\\"\\nGROUP BY o.\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.9 continuous percentile for \\\"children\\\" within each \\\"smoker\\\" group after filtering rows where \\\"charges\\\" equals '10602.385'. Numeric text is cast for percentile computation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21724,"cached_input_tokens":19840,"output_tokens":1083}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..477c2d5d6ebb9517d49836bc5c88c29defb86431 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\"\n FROM \"m4\"\n WHERE \"charges\" = '10602.385'\n),\n\"ordered\" AS (\n SELECT\n \"smoker\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"smoker\",\n ((\"cnt\" - 1) * 0.9) + 1.0 AS \"pos\",\n CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \"lo\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.9) + 1.0) = CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n THEN CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n ELSE CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n)\nSELECT\n o.\"smoker\",\n CASE\n WHEN b.\"lo\" = b.\"hi\" THEN MAX(CASE WHEN o.\"rn\" = b.\"lo\" THEN o.\"measure\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = b.\"lo\" THEN o.\"measure\" END) * (b.\"hi\" - b.\"pos\") +\n MAX(CASE WHEN o.\"rn\" = b.\"hi\" THEN o.\"measure\" END) * (b.\"pos\" - b.\"lo\")\n END AS \"conditional_percentile\"\nFROM \"ordered\" AS o\nJOIN \"bounds\" AS b\n ON o.\"smoker\" = b.\"smoker\"\nGROUP BY o.\"smoker\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.9 continuous percentile for \"children\" within each \"smoker\" group after filtering rows where \"charges\" equals '10602.385'. Numeric text is cast for percentile computation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb930de77772c9276ed78f019f1a19110a43030a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:07.848349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:10.285742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:36.641499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac43a73977b019847df2e546a66f3b6acd3c806 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children, condition_col=charges. +Result preview: [{"smoker": "no", "conditional_percentile": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9b632dc4854677422e757ef57cba50034e8c1c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/generated_sql.sql @@ -0,0 +1,53 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_38b1cd9c0b51e66c +-- problem_id: v2p_m4_b25d88f9727f1f81 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure" + FROM "m4" + WHERE "charges" = '10602.385' +), +"ordered" AS ( + SELECT + "smoker", + "measure", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "smoker", + (("cnt" - 1) * 0.9) + 1.0 AS "pos", + CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) AS "lo", + CASE + WHEN ((("cnt" - 1) * 0.9) + 1.0) = CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) + THEN CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) + ELSE CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" +) +SELECT + o."smoker", + CASE + WHEN b."lo" = b."hi" THEN MAX(CASE WHEN o."rn" = b."lo" THEN o."measure" END) + ELSE + MAX(CASE WHEN o."rn" = b."lo" THEN o."measure" END) * (b."hi" - b."pos") + + MAX(CASE WHEN o."rn" = b."hi" THEN o."measure" END) * (b."pos" - b."lo") + END AS "conditional_percentile" +FROM "ordered" AS o +JOIN "bounds" AS b + ON o."smoker" = b."smoker" +GROUP BY o."smoker" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d81026271efeac24b25129404e6ef4a81633b4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\"\n FROM \"m4\"\n WHERE \"charges\" = '10602.385'\n),\n\"ordered\" AS (\n SELECT\n \"smoker\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"smoker\",\n ((\"cnt\" - 1) * 0.9) + 1.0 AS \"pos\",\n CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \"lo\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.9) + 1.0) = CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n THEN CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n ELSE CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n)\nSELECT\n o.\"smoker\",\n CASE\n WHEN b.\"lo\" = b.\"hi\" THEN MAX(CASE WHEN o.\"rn\" = b.\"lo\" THEN o.\"measure\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = b.\"lo\" THEN o.\"measure\" END) * (b.\"hi\" - b.\"pos\") +\n MAX(CASE WHEN o.\"rn\" = b.\"hi\" THEN o.\"measure\" END) * (b.\"pos\" - b.\"lo\")\n END AS \"conditional_percentile\"\nFROM \"ordered\" AS o\nJOIN \"bounds\" AS b\n ON o.\"smoker\" = b.\"smoker\"\nGROUP BY o.\"smoker\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"charges\\\" = '10602.385'\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) = CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n THEN CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n ELSE CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n o.\\\"smoker\\\",\\n CASE\\n WHEN b.\\\"lo\\\" = b.\\\"hi\\\" THEN MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo\\\" THEN o.\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo\\\" THEN o.\\\"measure\\\" END) * (b.\\\"hi\\\" - b.\\\"pos\\\") +\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"hi\\\" THEN o.\\\"measure\\\" END) * (b.\\\"pos\\\" - b.\\\"lo\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"bounds\\\" AS b\\n ON o.\\\"smoker\\\" = b.\\\"smoker\\\"\\nGROUP BY o.\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"no\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4a61d74cf687e216146fb6dee5b913fc74eeaa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:25:07.621954+00:00", + "ended_at": "2026-05-04T08:25:37.098338+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_38b1cd9c0b51e66c", + "problem_id": "v2p_m4_b25d88f9727f1f81", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children, condition_col=charges.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_38b1cd9c0b51e66c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_38b1cd9c0b51e66c", + "api_calls": 0, + "input_tokens": 21724, + "cached_input_tokens": 19840, + "output_tokens": 1083, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 561, + "estimated_total_tokens": 2195, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29446.55, + "sql_execution_elapsed_ms_total": 1.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_38b1cd9c0b51e66c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59c015988e649f87e8c0545aa69e18f68d400455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_38b1cd9c0b51e66c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:37.089117+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 29446.55, "started_at": "2026-05-04T08:25:07.624684+00:00", "ended_at": "2026-05-04T08:25:37.071229+00:00", "prompt_metrics": {"chars": 5821, "bytes_utf8": 5821, "lines": 185, "estimated_tokens": 1634}, "response_metrics": {"chars": 1622, "bytes_utf8": 1622, "lines": 1, "estimated_tokens": 561}, "usage": {"input_tokens": 21724, "cached_input_tokens": 19840, "output_tokens": 1083}, "stderr_preview": "2026-05-04T08:25:07.848349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:10.285742Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sex", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d29711ccb5f73832cf872ffe4fab898d7c39845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-61a9-7bf1-b79e-a60fa9c2ae7e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"sex\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21576,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca4c41620c69a9ace174156e79a39e0b028887a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sex\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"sex\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..279af29e207baa00cbc322d5b42ae1453a1026bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:53.504207Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:55.873031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:04.842289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a080dd58c5381fe85350e641c081a14f5823c55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex. +Result preview: [{"sex": "male", "row_count": 1406}, {"sex": "female", "row_count": 1366}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e68525a04879c3579cf9e32eef17ab010e87c4db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_39ac0a5ea5d97b72 +-- problem_id: v2p_m4_0e8b95e7c3e8ae86 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS row_count +FROM "m4" +GROUP BY "sex" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e456b3ac1f41439f3b85b9162f55b71efe3bf458 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"sex\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"sex\", \"row_count\"], \"rows\": [{\"sex\": \"male\", \"row_count\": 1406}, {\"sex\": \"female\", \"row_count\": 1366}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb354fba80f7b5aeb0fca178b8668fb4d6f34df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:57:53.324192+00:00", + "ended_at": "2026-05-04T07:58:05.526421+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_39ac0a5ea5d97b72", + "problem_id": "v2p_m4_0e8b95e7c3e8ae86", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_39ac0a5ea5d97b72.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_39ac0a5ea5d97b72", + "api_calls": 0, + "input_tokens": 21576, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 21663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1486, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1557, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12173.1, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_39ac0a5ea5d97b72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4f94bbb1d66c78efdb198204063bdbabd0917f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_39ac0a5ea5d97b72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:05.516807+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12173.1, "started_at": "2026-05-04T07:57:53.326645+00:00", "ended_at": "2026-05-04T07:58:05.499921+00:00", "prompt_metrics": {"chars": 5204, "bytes_utf8": 5204, "lines": 178, "estimated_tokens": 1486}, "response_metrics": {"chars": 271, "bytes_utf8": 271, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21576, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:57:53.504207Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:55.873031Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e8e0c3bab6ce097e4be5897451c066e030b3dd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-6ccf-7f22-8816-54f974805942"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"children\\\", group_col_2=\\\"smoker\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21658,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb8f180127220f2c9541aecba5d9a0b2a4f23427 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"children\", group_col_2=\"smoker\", and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d3af9ebe0d41fd37425bd2cc001bd25a7c0f170 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:58.147611Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:00.521285Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:08.516799Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a64ad9833bb0712c6e9c7f1349a724a7c30d9feb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=smoker, measure_col=age. +Result preview: [{"children": "3", "smoker": "no", "avg_measure": 41.74590163934426}, {"children": "3", "smoker": "yes", "avg_measure": 40.325}, {"children": "2", "smoker": "yes", "avg_measure": 40.175438596491226}, {"children": "4", "smoker": "no", "avg_measure": 39.91304347826087}, {"children": "1", "smoker": "yes", "avg_measure": 39.46875}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d27a711c838ed08cf541cb32372130c68e561f1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_3d308ed75b5c759e +-- problem_id: v2p_m4_7b45043a11ad6a79 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9067484f058a98015afcf9eed7ba24ac02f2f02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"smoker\", \"avg_measure\"], \"rows\": [{\"children\": \"3\", \"smoker\": \"no\", \"avg_measure\": 41.74590163934426}, {\"children\": \"3\", \"smoker\": \"yes\", \"avg_measure\": 40.325}, {\"children\": \"2\", \"smoker\": \"yes\", \"avg_measure\": 40.175438596491226}, {\"children\": \"4\", \"smoker\": \"no\", \"avg_measure\": 39.91304347826087}, {\"children\": \"1\", \"smoker\": \"yes\", \"avg_measure\": 39.46875}, {\"children\": \"1\", \"smoker\": \"no\", \"avg_measure\": 39.2610294117647}, {\"children\": \"2\", \"smoker\": \"no\", \"avg_measure\": 39.02094240837696}, {\"children\": \"5\", \"smoker\": \"yes\", \"avg_measure\": 39.0}, {\"children\": \"0\", \"smoker\": \"no\", \"avg_measure\": 38.86974789915966}, {\"children\": \"0\", \"smoker\": \"yes\", \"avg_measure\": 36.64957264957265}, {\"children\": \"5\", \"smoker\": \"no\", \"avg_measure\": 35.75}, {\"children\": \"4\", \"smoker\": \"yes\", \"avg_measure\": 30.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77de8c1a1fff4336189f3a1ef1bdbc1be0c17032 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:21:57.966728+00:00", + "ended_at": "2026-05-04T08:22:09.361998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3d308ed75b5c759e", + "problem_id": "v2p_m4_7b45043a11ad6a79", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=smoker, measure_col=age.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_3d308ed75b5c759e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3d308ed75b5c759e", + "api_calls": 0, + "input_tokens": 21658, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21781, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1568, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11350.93, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_3d308ed75b5c759e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29bfd122666182c7f022a700bf0379e318fce891 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:09.349168+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11350.93, "started_at": "2026-05-04T08:21:57.968977+00:00", "ended_at": "2026-05-04T08:22:09.319928+00:00", "prompt_metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 182, "estimated_tokens": 1568}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21658, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:21:58.147611Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:00.521285Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "smoker", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7590e076bac2721072adff2d7d496b912703b855 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-9108-7410-84fb-733f67c5e0e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"smoker\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21578,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c59ccbb660979a02320db6389883ade0b3d0c9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"smoker\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d761553ae8aeb5950d86b141532e4a0988bff8e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:11.192085Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:13.862724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:21.368933Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8631624eadf0e8b90d359babda741868d6435810 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "row_count": 2208}, {"smoker": "yes", "row_count": 564}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f3723d11e9aa78f46a2f05189ef3a5d8413671b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_3d7ecc73047ec3ab +-- problem_id: v2p_m4_f10b288206124d00 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS row_count +FROM "m4" +GROUP BY "smoker" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fa625e4017e3aa5297df9584439b313914d5a22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"smoker\", \"row_count\"], \"rows\": [{\"smoker\": \"no\", \"row_count\": 2208}, {\"smoker\": \"yes\", \"row_count\": 564}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..407b7006f7ad10f5b474c381d5791c5e7a17f681 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:59:10.997374+00:00", + "ended_at": "2026-05-04T07:59:21.982018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3d7ecc73047ec3ab", + "problem_id": "v2p_m4_f10b288206124d00", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_3d7ecc73047ec3ab.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3d7ecc73047ec3ab", + "api_calls": 0, + "input_tokens": 21578, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 21668, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1488, + "estimated_output_tokens": 74, + "estimated_total_tokens": 1562, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10957.85, + "sql_execution_elapsed_ms_total": 1.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_3d7ecc73047ec3ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d8b63b072d5ffe8183e623117f2be707ce5f052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3d7ecc73047ec3ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:21.973563+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10957.85, "started_at": "2026-05-04T07:59:10.999574+00:00", "ended_at": "2026-05-04T07:59:21.957241+00:00", "prompt_metrics": {"chars": 5210, "bytes_utf8": 5210, "lines": 178, "estimated_tokens": 1488}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 21578, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T07:59:11.192085Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:13.862724Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..325afb36d4afa1e9687d4525760b21f1b98ef41d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-d90c-7d22-a9fc-5700f665c850"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"smoker\\\" and condition_col bound to \\\"children\\\". Since the schema stores values as TEXT, the condition value is compared as the string '1'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21664,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed444d0b930be8bcb1fc5d44c2690d50f52b70a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"smoker\" and condition_col bound to \"children\". Since the schema stores values as TEXT, the condition value is compared as the string '1'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c6ef7387549b627d7bc2b7e6d553bbb7c37756b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:36.030543Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:38.570376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:50.373396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b2eb361311ef4f44d7f3ce5a5c2f7a284091866 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=children. +Result preview: [{"smoker": "no", "condition_rate": 0.2463768115942029}, {"smoker": "yes", "condition_rate": 0.22695035460992907}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffc280a97da19d0ea3f6c72cfdc48697b79c46bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_3ff29ef62d047cbc +-- problem_id: v2p_m4_07926b9bf1b29bde +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4b77639ba08350374b1a45803b96976bb1b3b05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"no\", \"condition_rate\": 0.2463768115942029}, {\"smoker\": \"yes\", \"condition_rate\": 0.22695035460992907}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e517902a68bfa642db5a1d327f407f86e2d93b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:12:35.852886+00:00", + "ended_at": "2026-05-04T08:12:51.060457+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3ff29ef62d047cbc", + "problem_id": "v2p_m4_07926b9bf1b29bde", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=children.", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_3ff29ef62d047cbc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3ff29ef62d047cbc", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1696, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15180.69, + "sql_execution_elapsed_ms_total": 2.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_3ff29ef62d047cbc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..786905d0ed9881472272fc79cbc38a7ffffdcded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_3ff29ef62d047cbc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:51.051461+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15180.69, "started_at": "2026-05-04T08:12:35.855076+00:00", "ended_at": "2026-05-04T08:12:51.035787+00:00", "prompt_metrics": {"chars": 5546, "bytes_utf8": 5546, "lines": 183, "estimated_tokens": 1574}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21664, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:12:36.030543Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:38.570376Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=charges.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "region", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..923e25503020dd6ac55028996e8794f288dd163b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-f5f0-7483-9e62-aae11e03c87a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template with group_col bound to \\\"region\\\" and condition_col bound to \\\"charges\\\", using the specified positive and negative values as exact text comparisons to match the TEXT schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21819,"cached_input_tokens":20864,"output_tokens":191}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed903d0ef2f24c600ed8b39eaefaf01b9e5418b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template with group_col bound to \"region\" and condition_col bound to \"charges\", using the specified positive and negative values as exact text comparisons to match the TEXT schema."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a07119e817979a75491ec2642c8645d868ca3a64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:00.034031Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:02.401770Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:10.670399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f955ec06105f05c15a0f3cbb032737fad6fe28f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=charges. +Result preview: [{"region": "southwest", "condition_ratio": 1.0}, {"region": "northeast", "condition_ratio": null}, {"region": "northwest", "condition_ratio": null}, {"region": "southeast", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..888e4346bc66c1a6008a619b9b563bbaea06efaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_479e14fc74af04bf +-- problem_id: v2p_m4_208c7ae9554458fa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3715b2144d15f49aedb36955291901087b2da82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"region\", \"condition_ratio\"], \"rows\": [{\"region\": \"southwest\", \"condition_ratio\": 1.0}, {\"region\": \"northeast\", \"condition_ratio\": null}, {\"region\": \"northwest\", \"condition_ratio\": null}, {\"region\": \"southeast\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5510325f927ba502ee1ac175b0414fcaa2dda01c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:15:59.852784+00:00", + "ended_at": "2026-05-04T08:16:11.598199+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_479e14fc74af04bf", + "problem_id": "v2p_m4_208c7ae9554458fa", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=charges.", + "bindings": { + "group_col": "region", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_479e14fc74af04bf.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_479e14fc74af04bf", + "api_calls": 0, + "input_tokens": 21819, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1729, + "estimated_output_tokens": 175, + "estimated_total_tokens": 1904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11705.3, + "sql_execution_elapsed_ms_total": 3.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_479e14fc74af04bf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e2eebe04bf91d213d0d4806d7253729eff4c8ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_479e14fc74af04bf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:11.585307+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11705.3, "started_at": "2026-05-04T08:15:59.854834+00:00", "ended_at": "2026-05-04T08:16:11.559937+00:00", "prompt_metrics": {"chars": 6125, "bytes_utf8": 6125, "lines": 183, "estimated_tokens": 1729}, "response_metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 21819, "cached_input_tokens": 20864, "output_tokens": 191}, "stderr_preview": "2026-05-04T08:16:00.034031Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:02.401770Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3864a2756761823e49d13fdc05ebcdfab8ba2ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-bd8a-7253-b870-87e527047b4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..809721e964a5a571f41f8528ee29cb07c54a9fba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"children\", and measure_col=\"age\". Cast \"age\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70dfed346ec317e1ef07ed58d2aaf22a2135c128 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:13.278910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:15.775027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:22.721533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb84f5c7171b43efc03d9b534a0873afa40e8796 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_481987bb936cc412 +-- problem_id: v2p_m4_41a3b6b9a79d0196 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec8f686682b190a1ca08b12551fdcf3f759ba6e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..572d3dbcc14b12bad292bc7cd5fd8d95d623b4db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:21:13.085946+00:00", + "ended_at": "2026-05-04T08:21:23.462530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_481987bb936cc412", + "problem_id": "v2p_m4_41a3b6b9a79d0196", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_481987bb936cc412.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_481987bb936cc412", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10351.74, + "sql_execution_elapsed_ms_total": 3.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_481987bb936cc412\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed441bffec6e54cee474bae9f767bf099ebabf2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_481987bb936cc412/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:23.455406+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10351.74, "started_at": "2026-05-04T08:21:13.088281+00:00", "ended_at": "2026-05-04T08:21:23.440102+00:00", "prompt_metrics": {"chars": 5461, "bytes_utf8": 5461, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21656, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:21:13.278910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:15.775027Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efdac3b2aecc9b4aef52a1ecb4c7af3b1f37307a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-60b9-7250-9d5c-c421b4944b8f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Casted \\\"children\\\" to REAL for SQLite-safe numeric averaging because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21612,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beabb8276eb799e8a39901d194d8b7c2cf83a5b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"children\" and measure_col=\"children\". Casted \"children\" to REAL for SQLite-safe numeric averaging because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40808251d0fcbc096c8aed9d15b7383edf8cb068 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:59.691074Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:02.029644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:12.427587Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8b1089237b0833404a41acc17f9172c6f793c37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "avg_measure": 5.0}, {"children": "4", "avg_measure": 4.0}, {"children": "3", "avg_measure": 3.0}, {"children": "2", "avg_measure": 2.0}, {"children": "1", "avg_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5c73d12784ea8983d66b42824f12387c1fb9187 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_4a16409b12941def +-- problem_id: v2p_m4_03bff5620d7acfd3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "children", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "children") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d783007823c5fe4cbdb60f3cebb960e8c77c6c35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"5\", \"avg_measure\": 5.0}, {\"children\": \"4\", \"avg_measure\": 4.0}, {\"children\": \"3\", \"avg_measure\": 3.0}, {\"children\": \"2\", \"avg_measure\": 2.0}, {\"children\": \"1\", \"avg_measure\": 1.0}, {\"children\": \"0\", \"avg_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a756322e93ba4d8512a3731d4794f92c870176c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:10:59.487974+00:00", + "ended_at": "2026-05-04T08:11:13.218237+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4a16409b12941def", + "problem_id": "v2p_m4_03bff5620d7acfd3", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_4a16409b12941def.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4a16409b12941def", + "api_calls": 0, + "input_tokens": 21612, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1522, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1620, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13694.76, + "sql_execution_elapsed_ms_total": 6.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_4a16409b12941def\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c632fc55f46c9d7083432d7cf4eed9172c29afde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a16409b12941def/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:13.203400+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13694.76, "started_at": "2026-05-04T08:10:59.491201+00:00", "ended_at": "2026-05-04T08:11:13.186354+00:00", "prompt_metrics": {"chars": 5389, "bytes_utf8": 5389, "lines": 180, "estimated_tokens": 1522}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21612, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:10:59.691074Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:02.029644Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c542d5df8cec34f1d1758d210408a6a1b9813bcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-ae22-7f71-abf1-bfac09799fbf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Mean template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":20864,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca4f477dae785bfe7622ae6ad2ae038a4321c3dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Grouped Numeric Mean template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeef87eeeb67f22f593aabbada17ba435cad5825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:46.293733Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:48.791747Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:56.677319Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a585c6a986016c37df99bd0223557983a18fb058 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "avg_measure": 30.960633001422476}, {"sex": "female", "avg_measure": 30.434472913616396}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e4d0d72dde7a79b3a154f45be833e07c80cd149 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_4a3fd6911884a2d5 +-- problem_id: v2p_m4_0621cc1fec4c032a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b59bc643ab37126239f94afc31519dec06cf58a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"avg_measure\": 30.960633001422476}, {\"sex\": \"female\", \"avg_measure\": 30.434472913616396}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ceebc49998df450eb5080154ebf933e9a6d8b8cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:04:46.094507+00:00", + "ended_at": "2026-05-04T08:04:57.503454+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4a3fd6911884a2d5", + "problem_id": "v2p_m4_0621cc1fec4c032a", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_4a3fd6911884a2d5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4a3fd6911884a2d5", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 108, + "total_tokens": 21710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1604, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11377.6, + "sql_execution_elapsed_ms_total": 3.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_4a3fd6911884a2d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9c32b021e53d542da9dc1fe2c73a8d29c539880 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4a3fd6911884a2d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:57.493595+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11377.6, "started_at": "2026-05-04T08:04:46.096779+00:00", "ended_at": "2026-05-04T08:04:57.471875+00:00", "prompt_metrics": {"chars": 5294, "bytes_utf8": 5294, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 108}, "stderr_preview": "2026-05-04T08:04:46.293733Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:48.791747Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e5691b162b965a486354377519c465ff4d55c9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-7429-7c22-a22c-d5a3c59c7d76"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per smoker group. \\\"age\\\" is stored as TEXT in the schema, so it is cast to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":19840,"output_tokens":463}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a1eacb2cb608a4fc3a839679078e5f20cd48e17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"smoker\",\n \"age_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"smoker\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per smoker group. \"age\" is stored as TEXT in the schema, so it is cast to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..201dfaeb6d2c197fd2e1a4126b892d6c83e326bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:00.930546Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:03.376692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:31.357675Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..75f8115a2b042553bdaafd79df5b89782da0148e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "yes", "percentile_measure": 59.0}, {"smoker": "no", "percentile_measure": 58.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4398edc366573f2fc8d0b6d870f432571801e306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_4aa21bace514a7c5 +-- problem_id: v2p_m4_2a1617ebe085653b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "age" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "smoker", + "age_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INT) +) +SELECT + "smoker", + "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b585c6779e6e0b0818e3312ab6f15cfd864c9e2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"smoker\",\n \"age_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"smoker\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"yes\", \"percentile_measure\": 59.0}, {\"smoker\": \"no\", \"percentile_measure\": 58.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f5d4ea0adf4fa9458b3f20a427a520041cdc15c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:34:00.745619+00:00", + "ended_at": "2026-05-04T08:34:32.223187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4aa21bace514a7c5", + "problem_id": "v2p_m4_2a1617ebe085653b", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_4aa21bace514a7c5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4aa21bace514a7c5", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 19840, + "output_tokens": 463, + "total_tokens": 22104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 273, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31440.01, + "sql_execution_elapsed_ms_total": 10.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_4aa21bace514a7c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a62dd2536fe04321208b57bec38f95ee700a9ec2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aa21bace514a7c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:32.204032+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31440.01, "started_at": "2026-05-04T08:34:00.747257+00:00", "ended_at": "2026-05-04T08:34:32.187122+00:00", "prompt_metrics": {"chars": 5469, "bytes_utf8": 5469, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 900, "bytes_utf8": 900, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 21641, "cached_input_tokens": 19840, "output_tokens": 463}, "stderr_preview": "2026-05-04T08:34:00.930546Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:03.376692Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdfab1b2713a113d4416a0f4cf0e9fa18bd7f86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-49d1-7fa1-a7aa-13a5b4927d39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21614,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cf479f4546893dcc5c1024dce4abb4c88d2b64f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"smoker\" and measure_col bound to \"children\". Cast \"children\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b26fa2fbb87b14b88760ebeef2ad28c29498d34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:48.292428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:50.679507Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:00.177719Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b6584a058d6098b197a94ac07779de876cda47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "avg_measure": 1.1170212765957446}, {"smoker": "no", "avg_measure": 1.0978260869565217}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bee68b73cd7c643b54e2f01ae3290def008c6b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_4aeb4b39927441e6 +-- problem_id: v2p_m4_d5db9ba915b9ac4a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..009c36d5608d81d2604294aabd67bfa4efee6250 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446}, {\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a894ba38f52fec3dc3edea45177b0a385fb85097 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:09:48.116713+00:00", + "ended_at": "2026-05-04T08:10:01.020869+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4aeb4b39927441e6", + "problem_id": "v2p_m4_d5db9ba915b9ac4a", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_4aeb4b39927441e6.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4aeb4b39927441e6", + "api_calls": 0, + "input_tokens": 21614, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1524, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1624, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12859.74, + "sql_execution_elapsed_ms_total": 11.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_4aeb4b39927441e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c47cdfa54e69ca13514af3e8efcb9d29e3e3816 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4aeb4b39927441e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:00.999826+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12859.74, "started_at": "2026-05-04T08:09:48.119172+00:00", "ended_at": "2026-05-04T08:10:00.977135+00:00", "prompt_metrics": {"chars": 5384, "bytes_utf8": 5384, "lines": 180, "estimated_tokens": 1524}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21614, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:09:48.292428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:50.679507Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "female", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fdaed0af02442823cab19a938fcea70d03ffd55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-fdfe-7370-a5a9-4ceec3e339de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'female'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"region\\\" and predicate_col bound to \\\"sex\\\" = 'female'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21648,"cached_input_tokens":2432,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68249262a104fff07e6cc8da194f7459346af758 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'female'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"region\" and predicate_col bound to \"sex\" = 'female'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee12d11bf29a478dcea3394582d9c751ce688673 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:44.596143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:47.200935Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:54.165399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f6000ee836add8fb71a3750cfad25d3932a1bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region. +Result preview: [{"region": "southeast", "support": 364}, {"region": "southwest", "support": 340}, {"region": "northwest", "support": 338}, {"region": "northeast", "support": 324}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fab2c4b712915359852a11cdc86a014c9adf34eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_4ef53dc7e161c4b6 +-- problem_id: v2p_m4_fe87b421778ac9a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'female' +GROUP BY "region" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a7ae5e57f6378167d10400bdae6a17f92350824 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'female'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'female'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"southeast\", \"support\": 364}, {\"region\": \"southwest\", \"support\": 340}, {\"region\": \"northwest\", \"support\": 338}, {\"region\": \"northeast\", \"support\": 324}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43619d7df494306ac3ff43576f88f4d01669e621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:00:44.430793+00:00", + "ended_at": "2026-05-04T08:00:55.024004+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4ef53dc7e161c4b6", + "problem_id": "v2p_m4_fe87b421778ac9a0", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "female", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_4ef53dc7e161c4b6.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4ef53dc7e161c4b6", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 2432, + "output_tokens": 115, + "total_tokens": 21763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10562.97, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_4ef53dc7e161c4b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfff976e78cb8de2323e0d44800e3aa6e2bb13b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_4ef53dc7e161c4b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:55.014481+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10562.97, "started_at": "2026-05-04T08:00:44.433634+00:00", "ended_at": "2026-05-04T08:00:54.995438+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1560}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21648, "cached_input_tokens": 2432, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:00:44.596143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:47.200935Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65659fa3148ee3c1564fb011e65683843c13ad7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-de19-70a2-8496-c75f06effae9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a907f14ad7998a960918a2872d339689dbb05c36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"sex\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c807a548e108c4d5bceffa476895d4512a045b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:47.515051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:49.935787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:57.976252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd4cf29dc64d36dddadb83a18ca0c6f32b8b73e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827}, {"sex": "male", "avg_measure": 38.74822190611664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08da500efa5d8802bb2ae4808ec3d77123bffb93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_509daff7a2681ce8 +-- problem_id: v2p_m4_16176d7ba1aa6889 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2358c7fc3d03296e39333938508927e718efa4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..baa159a58940bb46104208ea1d84ce895669c3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:02:47.326222+00:00", + "ended_at": "2026-05-04T08:02:58.905110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_509daff7a2681ce8", + "problem_id": "v2p_m4_16176d7ba1aa6889", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_509daff7a2681ce8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_509daff7a2681ce8", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 108, + "total_tokens": 21709, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11537.8, + "sql_execution_elapsed_ms_total": 3.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_509daff7a2681ce8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1aa1d9b70b0e8f8e99d10d63fc0015c9359033bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_509daff7a2681ce8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:58.892461+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11537.8, "started_at": "2026-05-04T08:02:47.328572+00:00", "ended_at": "2026-05-04T08:02:58.866292+00:00", "prompt_metrics": {"chars": 5292, "bytes_utf8": 5292, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 108}, "stderr_preview": "2026-05-04T08:02:47.515051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:49.935787Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f14866e65533dd967ee72a24f108da1e555c39b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-5cc3-7b91-ad21-1166ef233c2d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". CAST to NUMERIC is needed because the schema stores \\\"children\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..896f5cd9609db4908d7d7fd42aeda97bda7cae66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col bound to \"smoker\" and measure_col bound to \"children\". CAST to NUMERIC is needed because the schema stores \"children\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..260eff18b2340be6ae41c5d5199e8e905d16cb73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:36.605940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:39.135020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:46.924066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba79f3fb341c7e8ff56e1942cd05fe86b0e60a92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "total_measure": 2424}, {"smoker": "yes", "total_measure": 630}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bc72ab77519f582c46e1204019d18fe70dc9f21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_516d39ea6a901025 +-- problem_id: v2p_m4_0f3820fab22ecff9 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b55488d90e61c77655adad8e978771ac8630da8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"smoker\", \"total_measure\"], \"rows\": [{\"smoker\": \"no\", \"total_measure\": 2424}, {\"smoker\": \"yes\", \"total_measure\": 630}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fb9887b4043f1b1102000d473deca91bebd2c87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:06:36.351173+00:00", + "ended_at": "2026-05-04T08:06:47.577737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_516d39ea6a901025", + "problem_id": "v2p_m4_0f3820fab22ecff9", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_516d39ea6a901025.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_516d39ea6a901025", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21717, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1611, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11198.71, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_516d39ea6a901025\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf54e7199174bec08f7a042171cf7ec6e1ca181b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_516d39ea6a901025/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:06:47.567791+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11198.71, "started_at": "2026-05-04T08:06:36.352752+00:00", "ended_at": "2026-05-04T08:06:47.550845+00:00", "prompt_metrics": {"chars": 5299, "bytes_utf8": 5299, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21603, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:06:36.605940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:39.135020Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5816ceea20a6f6605d6e251a60ea4a51f517e6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-bd36-76f1-bd9a-c3290e5b42fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8deefc634c8e631d55df1cc29194866b2d703e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3998389147885b48803cd53c897985e1572b2657 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:56.609106Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:59.066809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:07.315291Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a58782d11e893d5d84665aae4d17ee25982bac0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "female", "region": "southwest", "target_rate": 0.011764705882352941}, {"sex": "female", "region": "northeast", "target_rate": 0.0}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "male", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..922c9b8bf7be3fff3d33325bc62819341c2fab23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_54a0347815fa3599 +-- problem_id: v2p_m4_b3b38556784be8b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a46cb3a8857042348f96797c46a5b0fb9b616fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.011764705882352941}, {\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9acab8b790ab0e84b2a07ccabcc90b1d6fcc2cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:17:56.406402+00:00", + "ended_at": "2026-05-04T08:18:08.413690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_54a0347815fa3599", + "problem_id": "v2p_m4_b3b38556784be8b6", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_54a0347815fa3599.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_54a0347815fa3599", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11978.63, + "sql_execution_elapsed_ms_total": 3.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_54a0347815fa3599\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f08ea52a419f2a0f546e6b6d461197786a98ba6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_54a0347815fa3599/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:08.403245+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11978.63, "started_at": "2026-05-04T08:17:56.408145+00:00", "ended_at": "2026-05-04T08:18:08.387256+00:00", "prompt_metrics": {"chars": 5603, "bytes_utf8": 5603, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21705, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:17:56.609106Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:59.066809Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age, condition_col=region.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15f546c9a28dc971ba50b12eb4e7bc526e3cc5ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-8cb4-7b21-8d98-bfb932603ab2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southwest'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"cutoff\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"cutoff\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile of \\\"age\\\" within each \\\"smoker\\\" group after filtering to \\\"region\\\" = 'southwest'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":19840,"output_tokens":849}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..413da9a4e28e6e28f6a5714256aee8f904b75ca7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"region\" = 'southwest'\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"cutoff\" AS (\n SELECT\n \"smoker\",\n \"age_num\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"smoker\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"cutoff\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile of \"age\" within each \"smoker\" group after filtering to \"region\" = 'southwest'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..992752a85a1572d7f8d0a288c9c7d419bba6e08f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:34.045112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:36.305505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:57.286064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e78672f88ea06615de376bce58d56ce57d6a5a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age, condition_col=region. +Result preview: [{"smoker": "yes", "conditional_percentile": 60.0}, {"smoker": "no", "conditional_percentile": 58.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d81c75f6476a878a4ec31ce7608219c442da26d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5a0140418dcf8a29 +-- problem_id: v2p_m4_f96c8e1857ba4861 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_num" + FROM "m4" + WHERE "region" = 'southwest' +), +"ranked" AS ( + SELECT + "smoker", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"cutoff" AS ( + SELECT + "smoker", + "age_num", + "rn", + "cnt", + CAST(0.9 * "cnt" AS INTEGER) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 ELSE 0 END AS "target_rn" + FROM "ranked" +) +SELECT + "smoker", + "age_num" AS "conditional_percentile" +FROM "cutoff" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dd1600b4df77be825a097743454dcbffd3aa556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"region\" = 'southwest'\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"cutoff\" AS (\n SELECT\n \"smoker\",\n \"age_num\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"smoker\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"cutoff\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southwest'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"cutoff\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"cutoff\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"yes\", \"conditional_percentile\": 60.0}, {\"smoker\": \"no\", \"conditional_percentile\": 58.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2706ef34abebb517a828dfba7eca1310467cc48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:27:33.784001+00:00", + "ended_at": "2026-05-04T08:27:58.086828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5a0140418dcf8a29", + "problem_id": "v2p_m4_f96c8e1857ba4861", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age, condition_col=region.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5a0140418dcf8a29.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a0140418dcf8a29", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 19840, + "output_tokens": 849, + "total_tokens": 22568, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1629, + "estimated_output_tokens": 327, + "estimated_total_tokens": 1956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24270.63, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5a0140418dcf8a29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a53744ffd1eeb6a7bd868e808d638c5089815ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:58.074727+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24270.63, "started_at": "2026-05-04T08:27:33.786944+00:00", "ended_at": "2026-05-04T08:27:58.057145+00:00", "prompt_metrics": {"chars": 5811, "bytes_utf8": 5811, "lines": 185, "estimated_tokens": 1629}, "response_metrics": {"chars": 1044, "bytes_utf8": 1044, "lines": 1, "estimated_tokens": 327}, "usage": {"input_tokens": 21719, "cached_input_tokens": 19840, "output_tokens": 849}, "stderr_preview": "2026-05-04T08:27:34.045112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:36.305505Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"cutoff\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile of \\\"age\\\" within each \\\"smoker\\\" group af"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..101ad6b1ac24558dbe25c4551b912f076c24e03a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a0140418dcf8a29/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a0140418dcf8a29", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 19840, + "output_tokens": 849, + "total_tokens": 22568, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1629, + "estimated_output_tokens": 327, + "estimated_total_tokens": 1956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24270.63, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5a0140418dcf8a29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb7903c21cb31d98c1d1d7382fc4572bcc14db73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5788, "bytes_utf8": 5788, "lines": 185, "estimated_tokens": 1622}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 246}, "usage": {"input_tokens": 21712, "cached_input_tokens": 19840, "output_tokens": 625}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..03ea849ed0d369f556bbcd03ff34ccae2ef1f8ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a9f3255c0e7b1ed", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 19840, + "output_tokens": 625, + "total_tokens": 22337, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 246, + "estimated_total_tokens": 1868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20867.69, + "sql_execution_elapsed_ms_total": 6.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5a9f3255c0e7b1ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b86164abb7b5b4f3be838ca17f9ccd563c0f3b08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:37.104095+00:00", + "ended_at": "2026-05-04T08:25:57.971581+00:00", + "elapsed_ms": 20867.69, + "prompt_metrics": { + "chars": 5788, + "bytes_utf8": 5788, + "lines": 185, + "estimated_tokens": 1622 + }, + "stdout_metrics": { + "chars": 1244, + "bytes_utf8": 1244, + "lines": 4, + "estimated_tokens": 381 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13158 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 878, + "bytes_utf8": 878, + "lines": 1, + "estimated_tokens": 246 + }, + "usage": { + "input_tokens": 21712, + "cached_input_tokens": 19840, + "output_tokens": 625 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..511775dc3d193a5b63e6af66c2c3f50f98482a8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=sex.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "region", + "measure_col": "age", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08a2356e509b80d22519bf2da65ca01f010912c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-c4d1-7113-b826-a62a89b1c697"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH ranked AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS age_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS cnt\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" = 'male'\\n AND \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"region\\\",\\n age_value AS conditional_percentile\\nFROM ranked\\nWHERE rn = CAST((0.9 * cnt) AS INT)\\n + CASE\\n WHEN (0.9 * cnt) > CAST((0.9 * cnt) AS INT) THEN 1\\n ELSE 0\\n END\\nORDER BY conditional_percentile DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation for male ages within each region, casting \\\"age\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21712,"cached_input_tokens":19840,"output_tokens":625}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d44c17b4d1c9ee994dc51b01600b8e5c3fbaf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH ranked AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS age_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS cnt\n FROM \"m4\"\n WHERE \"sex\" = 'male'\n AND \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"region\",\n age_value AS conditional_percentile\nFROM ranked\nWHERE rn = CAST((0.9 * cnt) AS INT)\n + CASE\n WHEN (0.9 * cnt) > CAST((0.9 * cnt) AS INT) THEN 1\n ELSE 0\n END\nORDER BY conditional_percentile DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation for male ages within each region, casting \"age\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..429b3746e39882e80d2caca580dd94d4dc5033aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:37.286323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:39.653322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:56.873159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..695b4870eaa22eddd7468a13f20f1a16a3ac65de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=sex. +Result preview: [{"region": "southeast", "conditional_percentile": 59.0}, {"region": "northeast", "conditional_percentile": 58.0}, {"region": "northwest", "conditional_percentile": 58.0}, {"region": "southwest", "conditional_percentile": 58.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9da3de245f4543543cb71760e92666076636ebc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5a9f3255c0e7b1ed +-- problem_id: v2p_m4_9d2f9b2a24fd6968 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "region", + CAST("age" AS REAL) AS age_value, + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("age" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "region" + ) AS cnt + FROM "m4" + WHERE "sex" = 'male' + AND "region" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "region", + age_value AS conditional_percentile +FROM ranked +WHERE rn = CAST((0.9 * cnt) AS INT) + + CASE + WHEN (0.9 * cnt) > CAST((0.9 * cnt) AS INT) THEN 1 + ELSE 0 + END +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80b62e1cf3453917af54fe95c00cf23c379aef13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH ranked AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS age_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS cnt\n FROM \"m4\"\n WHERE \"sex\" = 'male'\n AND \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"region\",\n age_value AS conditional_percentile\nFROM ranked\nWHERE rn = CAST((0.9 * cnt) AS INT)\n + CASE\n WHEN (0.9 * cnt) > CAST((0.9 * cnt) AS INT) THEN 1\n ELSE 0\n END\nORDER BY conditional_percentile DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH ranked AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS age_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS cnt\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" = 'male'\\n AND \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"region\\\",\\n age_value AS conditional_percentile\\nFROM ranked\\nWHERE rn = CAST((0.9 * cnt) AS INT)\\n + CASE\\n WHEN (0.9 * cnt) > CAST((0.9 * cnt) AS INT) THEN 1\\n ELSE 0\\n END\\nORDER BY conditional_percentile DESC;\", \"columns\": [\"region\", \"conditional_percentile\"], \"rows\": [{\"region\": \"southeast\", \"conditional_percentile\": 59.0}, {\"region\": \"northeast\", \"conditional_percentile\": 58.0}, {\"region\": \"northwest\", \"conditional_percentile\": 58.0}, {\"region\": \"southwest\", \"conditional_percentile\": 58.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66bf7d8c65f2a2d5ec193bdeb4a86ef3659227e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:25:37.101842+00:00", + "ended_at": "2026-05-04T08:25:58.002040+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5a9f3255c0e7b1ed", + "problem_id": "v2p_m4_9d2f9b2a24fd6968", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=sex.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5a9f3255c0e7b1ed.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a9f3255c0e7b1ed", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 19840, + "output_tokens": 625, + "total_tokens": 22337, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 246, + "estimated_total_tokens": 1868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20867.69, + "sql_execution_elapsed_ms_total": 6.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5a9f3255c0e7b1ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36081bf64bd3649fb06c0e1e36f5a58db8f80bdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:57.988922+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20867.69, "started_at": "2026-05-04T08:25:37.104095+00:00", "ended_at": "2026-05-04T08:25:57.971581+00:00", "prompt_metrics": {"chars": 5788, "bytes_utf8": 5788, "lines": 185, "estimated_tokens": 1622}, "response_metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 246}, "usage": {"input_tokens": 21712, "cached_input_tokens": 19840, "output_tokens": 625}, "stderr_preview": "2026-05-04T08:25:37.286323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:39.653322Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * cnt) AS INT) THEN 1\\n ELSE 0\\n END\\nORDER BY conditional_percentile DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation for male ages within each region, casting \\\"age\\\" from TEXT to REAL.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14ca85d1af57e462f02e03a17b17ccc32290d417 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5a9f3255c0e7b1ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a9f3255c0e7b1ed", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 19840, + "output_tokens": 625, + "total_tokens": 22337, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 246, + "estimated_total_tokens": 1868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20867.69, + "sql_execution_elapsed_ms_total": 6.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5a9f3255c0e7b1ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efba083607f9d63bf67942ef59abc88c4b6c93ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_5b3b72d1608cc6b4 +-- problem_id: v2p_m4_d25ba59bfccb1034 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..323e754d9a28f51e2523eafef4c67a79846c1a6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_5b3b72d1608cc6b4\n-- problem_id: v2p_m4_d25ba59bfccb1034\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"charges\",\n COUNT(*) AS support,\n AVG(\"children\") AS avg_response\nFROM \"m4\"\nGROUP BY \"charges\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_5b3b72d1608cc6b4\\n-- problem_id: v2p_m4_d25ba59bfccb1034\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"charges\\\",\\n COUNT(*) AS support,\\n AVG(\\\"children\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"charges\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"charges\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ecd29e1485d1a5ecb7684b4400f8e1685c8f38c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.237982+00:00", + "ended_at": "2026-05-04T08:37:47.243859+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5b3b72d1608cc6b4", + "problem_id": "v2p_m4_d25ba59bfccb1034", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=children, key_col=charges.", + "bindings": { + "key_col": "charges", + "measure_col": "children", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5b3b72d1608cc6b4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec5c78605f05fa28a9ba375a073d59f4be835be7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 182, "estimated_tokens": 1564}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21652, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e0842458324608d21ce78e35ff18bd916af5791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5c36a17acf067631", + "api_calls": 0, + "input_tokens": 21652, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1564, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11266.74, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5c36a17acf067631\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e015dc8e04fe7b77af0659e7bad0565b0a65e60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:43.106413+00:00", + "ended_at": "2026-05-04T07:59:54.373222+00:00", + "elapsed_ms": 11266.74, + "prompt_metrics": { + "chars": 5478, + "bytes_utf8": 5478, + "lines": 182, + "estimated_tokens": 1564 + }, + "stdout_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 419, + "bytes_utf8": 419, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 21652, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9549a648bffeebdeadd8c56a8fe171afd05235f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10c7407a741fc594c78800b92faa74e5a043e5e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-0e77-7920-b52e-0b8de454f434"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21652,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ff71555b221427522716d8c789e5e5b4febc87b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"sex\" and predicate_col bound to \"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaca567743f7ba651dd85f5acd1be2b2d904315b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:43.268762Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:45.655864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:53.610734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ced8f0427fbafb35d77e96d0f64701a78c02fd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 368}, {"sex": "female", "support": 330}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f245050ab13c527a74dc4c9871d643db246e8a7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_5c36a17acf067631 +-- problem_id: v2p_m4_87c8725c931563cc +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fa5ef21d299895806624c691550ed61dba6c6bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 368}, {\"sex\": \"female\", \"support\": 330}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa76b21992019f45895cabf5a8ef7f6220bd365c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:59:43.104784+00:00", + "ended_at": "2026-05-04T07:59:54.399353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5c36a17acf067631", + "problem_id": "v2p_m4_87c8725c931563cc", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5c36a17acf067631.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5c36a17acf067631", + "api_calls": 0, + "input_tokens": 21652, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1564, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11266.74, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5c36a17acf067631\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b58ee7c6c116248e294c940c803096b93f3262e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:54.390656+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11266.74, "started_at": "2026-05-04T07:59:43.106413+00:00", "ended_at": "2026-05-04T07:59:54.373222+00:00", "prompt_metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 182, "estimated_tokens": 1564}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21652, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:59:43.268762Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:45.655864Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d82666681394a875a1d732253af37a0151f30b0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c36a17acf067631/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5c36a17acf067631", + "api_calls": 0, + "input_tokens": 21652, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1564, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11266.74, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5c36a17acf067631\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a21b4ad2f94ffb77ce24243741ec7340bb74bb0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1560}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21648, "cached_input_tokens": 19840, "output_tokens": 122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7be3a7d812a111b7898d2ffa0ab4d7579936db1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5c7f2391b34fcc4a", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 21770, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11205.23, + "sql_execution_elapsed_ms_total": 1.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5c7f2391b34fcc4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bd60435ff1d1daf83a904db9412ca01621e883e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:55.028182+00:00", + "ended_at": "2026-05-04T08:01:06.233117+00:00", + "elapsed_ms": 11205.23, + "prompt_metrics": { + "chars": 5491, + "bytes_utf8": 5491, + "lines": 182, + "estimated_tokens": 1560 + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 21648, + "cached_input_tokens": 19840, + "output_tokens": 122 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbcf73bcdec06c268429138e03ac8fe8f5a825e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58a0aedb0911a7a1d1227bf1d3f0613a60c449fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-2769-7ce2-93c6-a4d775a1b8a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"region\\\" and predicate_col=\\\"region\\\" fixed to the bound value 'northeast'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21648,"cached_input_tokens":19840,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33bca669e5fb35b761381e2748bf1840a478ab36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"region\" and predicate_col=\"region\" fixed to the bound value 'northeast'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..866255d1f041d0bea4fef0c99891c5c2f1cb81ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:55.220072Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:57.561949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:05.353954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..549c99e366d10865362c0b3058fb9ecd9899fb1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region. +Result preview: [{"region": "northeast", "support": 658}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dec720d7a8303a51fdde1c2828d73327996b12a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_5c7f2391b34fcc4a +-- problem_id: v2p_m4_dbc00def5a8187a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e83ca619d53a8a9d82e7e38edbda9d765658eec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"support\": 658}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89410835aa9a9d1c150eb938e06c720b062aae82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:00:55.025614+00:00", + "ended_at": "2026-05-04T08:01:06.265644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5c7f2391b34fcc4a", + "problem_id": "v2p_m4_dbc00def5a8187a5", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5c7f2391b34fcc4a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5c7f2391b34fcc4a", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 21770, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11205.23, + "sql_execution_elapsed_ms_total": 1.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5c7f2391b34fcc4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ad8ebe3d6263973be6f3cf6a06295f2a4b6bad5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5c7f2391b34fcc4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:06.256765+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11205.23, "started_at": "2026-05-04T08:00:55.028182+00:00", "ended_at": "2026-05-04T08:01:06.233117+00:00", "prompt_metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1560}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21648, "cached_input_tokens": 19840, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:00:55.220072Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:57.561949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=smoker, measure_col=bmi.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "measure_col": "bmi", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fab5ea07ac5c36b4cd9c5f6dd75135f1bac5506 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-e623-7f81-b0a4-1f6e06f0ff18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"smoker\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct SQLite averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21659,"cached_input_tokens":20864,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a0545628add16619a1f26121632303487ff9d82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"smoker\", AVG(CAST(\"bmi\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"smoker\", and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for correct SQLite averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92a0f26784429990d14d5d569b75b5169905cc70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:23.677239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:26.201753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:34.854383Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..908d9cc09ce7f4f098963103535d3a3fb84943a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=smoker, measure_col=bmi. +Result preview: [{"sex": "male", "smoker": "yes", "avg_measure": 31.693343373493978}, {"sex": "male", "smoker": "no", "avg_measure": 30.73413407821229}, {"sex": "female", "smoker": "no", "avg_measure": 30.601014109347446}, {"sex": "female", "smoker": "yes", "avg_measure": 29.620431034482756}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..645ab8375eab15ccb6f2fe3da8a11f0a397b4f65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_5d411bbdda2a2f1b +-- problem_id: v2p_m4_830ca954fd30b199 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", AVG(CAST("bmi" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31d6c3904790ac45772e3b3c6e1fe032a91b0a62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"smoker\", AVG(CAST(\"bmi\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"smoker\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"sex\", \"smoker\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"smoker\": \"yes\", \"avg_measure\": 31.693343373493978}, {\"sex\": \"male\", \"smoker\": \"no\", \"avg_measure\": 30.73413407821229}, {\"sex\": \"female\", \"smoker\": \"no\", \"avg_measure\": 30.601014109347446}, {\"sex\": \"female\", \"smoker\": \"yes\", \"avg_measure\": 29.620431034482756}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ba7a0af1561df6a1b1f9fef4851705840c8c661 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:21:23.467653+00:00", + "ended_at": "2026-05-04T08:21:35.901364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5d411bbdda2a2f1b", + "problem_id": "v2p_m4_830ca954fd30b199", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=smoker, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "measure_col": "bmi", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5d411bbdda2a2f1b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5d411bbdda2a2f1b", + "api_calls": 0, + "input_tokens": 21659, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1569, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12404.13, + "sql_execution_elapsed_ms_total": 3.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5d411bbdda2a2f1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a2616e0b6a4fcc8222f3b0d4c424f3b248877bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:35.890595+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12404.13, "started_at": "2026-05-04T08:21:23.470072+00:00", "ended_at": "2026-05-04T08:21:35.872412+00:00", "prompt_metrics": {"chars": 5456, "bytes_utf8": 5456, "lines": 182, "estimated_tokens": 1569}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21659, "cached_input_tokens": 20864, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:21:23.677239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:26.201753Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "smoker", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ec8fb83277ac66b7a859021a027ce3a6c7ace1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-933f-7cf1-8136-b28e8d378f3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"smoker\\\" and condition_col=\\\"smoker\\\", using positive_value='no' and negative_value='yes'. Since the grouping column and condition column are the same, each smoker group will yield either a zero numerator or zero denominator, and one group will produce NULL due to division by zero protection.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21814,"cached_input_tokens":20864,"output_tokens":221}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e953c152acdcaaf248403899cd3523fb49944ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"smoker\" and condition_col=\"smoker\", using positive_value='no' and negative_value='yes'. Since the grouping column and condition column are the same, each smoker group will yield either a zero numerator or zero denominator, and one group will produce NULL due to division by zero protection."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cf5a35bb2a5a784f57aca214982f0c9f31594ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:40.328897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:42.746095Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:53.570107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99752ee3541f1bcbe6536cbe0df549f09e967a15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=smoker. +Result preview: [{"smoker": "yes", "condition_ratio": 0.0}, {"smoker": "no", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..774e78e0d4a448aee1a7bbebf9f178a2aad5aac4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_5dd3a40282ee61c0 +-- problem_id: v2p_m4_295132e30ee4b9c3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8342e8f1daee03ffc6769e6094c1937bf114a006 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"smoker\", \"condition_ratio\"], \"rows\": [{\"smoker\": \"yes\", \"condition_ratio\": 0.0}, {\"smoker\": \"no\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a68c22f97c7b1d4a61684a9533948c131ef45b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:16:40.099739+00:00", + "ended_at": "2026-05-04T08:16:54.237301+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5dd3a40282ee61c0", + "problem_id": "v2p_m4_295132e30ee4b9c3", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=smoker.", + "bindings": { + "group_col": "smoker", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5dd3a40282ee61c0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5dd3a40282ee61c0", + "api_calls": 0, + "input_tokens": 21814, + "cached_input_tokens": 20864, + "output_tokens": 221, + "total_tokens": 22035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 205, + "estimated_total_tokens": 1929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14105.17, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5dd3a40282ee61c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e8da39360e6be9470003f3f6e4849572bc043af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5dd3a40282ee61c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:54.224628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14105.17, "started_at": "2026-05-04T08:16:40.101565+00:00", "ended_at": "2026-05-04T08:16:54.203781+00:00", "prompt_metrics": {"chars": 6106, "bytes_utf8": 6106, "lines": 183, "estimated_tokens": 1724}, "response_metrics": {"chars": 829, "bytes_utf8": 829, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 21814, "cached_input_tokens": 20864, "output_tokens": 221}, "stderr_preview": "2026-05-04T08:16:40.328897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:42.746095Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8882b394f5579043e70f2bf82bedb2f1e7146912 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-a2ba-75f3-b6e9-64e40ebb3c3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with COUNT per sex and selects the discrete 90th-percentile position via CEIL(0.9 * group_size). \\\"age\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":346}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9daa101b86e3c6b6fbb0d7c96ddff527d0555acd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n),\n\"picked\" AS (\n SELECT\n \"sex\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER)\n)\nSELECT\n \"sex\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with COUNT per sex and selects the discrete 90th-percentile position via CEIL(0.9 * group_size). \"age\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0200c87a9991010059e3c28290fd708793463bb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:45.186807Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:47.672220Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:58.906622Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e56b01ae345308101465c0c5ca1545ca2827996b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "percentile_measure": 59.0}, {"sex": "male", "percentile_measure": 58.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ff813e06aa3cc5623462865f0b59365397685bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_5f1fe373ffb68295 +-- problem_id: v2p_m4_30e33210a5b9ad9a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" +), +"picked" AS ( + SELECT + "sex", + "age_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999999) AS INTEGER) +) +SELECT + "sex", + "age_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7e07eb6f51001d9be858f966f8f9fa7c20b92fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n),\n\"picked\" AS (\n SELECT\n \"sex\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER)\n)\nSELECT\n \"sex\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"female\", \"percentile_measure\": 59.0}, {\"sex\": \"male\", \"percentile_measure\": 58.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bbb8b0e6062fa220f108ee5618755a087be2fe14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:28:44.978130+00:00", + "ended_at": "2026-05-04T08:28:59.786714+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5f1fe373ffb68295", + "problem_id": "v2p_m4_30e33210a5b9ad9a", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_5f1fe373ffb68295.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5f1fe373ffb68295", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 346, + "total_tokens": 21985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 250, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14772.28, + "sql_execution_elapsed_ms_total": 10.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_5f1fe373ffb68295\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92f048202331813d818d8e5c5e6112c3ccec981c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_5f1fe373ffb68295/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:59.769386+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14772.28, "started_at": "2026-05-04T08:28:44.980738+00:00", "ended_at": "2026-05-04T08:28:59.752616+00:00", "prompt_metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 815, "bytes_utf8": 815, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 346}, "stderr_preview": "2026-05-04T08:28:45.186807Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:47.672220Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..562293473e1e8a795066af621457564706b781e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-912d-7f12-ae23-be3afefd7382"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94803d638c1c0db2b569ad096725f7d17c61c204 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"region\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8b9715466aeff71dc42345310bdfaf54ef4f189 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:50.843418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:53.154797Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:00.665155Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffaf3c1928d3a614a7a43ade3c033838d75c151d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=region, target_col=charges. +Result preview: [{"children": "5", "region": "southwest", "target_rate": 0.2}, {"children": "0", "region": "northeast", "target_rate": 0.0}, {"children": "0", "region": "northwest", "target_rate": 0.0}, {"children": "0", "region": "southeast", "target_rate": 0.0}, {"children": "0", "region": "southwest", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fce033c70732b5450bf800af954ad1b84819973c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_614e6f66611bbbbc +-- problem_id: v2p_m4_a12f0026f2fe3f62 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27793e8d0fd98958a1d228bda986f090d5229971 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"region\", \"target_rate\"], \"rows\": [{\"children\": \"5\", \"region\": \"southwest\", \"target_rate\": 0.2}, {\"children\": \"0\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"southeast\", \"target_rate\": 0.0}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9886a9af680cfa38db5faea6be0e5e6f830a33f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:18:50.663721+00:00", + "ended_at": "2026-05-04T08:19:01.481231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_614e6f66611bbbbc", + "problem_id": "v2p_m4_a12f0026f2fe3f62", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_614e6f66611bbbbc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_614e6f66611bbbbc", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 21844, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1738, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10788.42, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_614e6f66611bbbbc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1b546bce3ffda25de9fa84e416df4835ab75646 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_614e6f66611bbbbc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:01.470799+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10788.42, "started_at": "2026-05-04T08:18:50.664525+00:00", "ended_at": "2026-05-04T08:19:01.454679+00:00", "prompt_metrics": {"chars": 5614, "bytes_utf8": 5614, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21705, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:18:50.843418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:53.154797Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca9ae627048c16545e2ad5405b89f3ac22f7039a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebc62d9072a2142c2316d1fbb6fc84fc3c00dbe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-a559-79c2-9871-6bdda3243fab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation via window functions. \\\"bmi\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":423}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5c8c4d403b52f971f733633a48ab86997e66213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation via window functions. \"bmi\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6752d38d362557c98e4b57de45aa6e2d7b20698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-e5c0-77f0-a53e-8a3cc022511c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST(0.95 * \\\"cnt\\\" AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent expression using CAST and a boolean increment to compute the 95th-percentile nearest-rank index per sex group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21931,"cached_input_tokens":20864,"output_tokens":545}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ddc5cd5490b9e28dfaed0a09025967b34f51b25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(0.95 * \"cnt\" AS INTEGER) + ((0.95 * \"cnt\") > CAST(0.95 * \"cnt\" AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with an equivalent expression using CAST and a boolean increment to compute the 95th-percentile nearest-rank index per sex group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..475134f58c62bd51268fb771bb53b8adcff8a049 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:02.441689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:05.397368Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:17.997039Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7904f7742f367654e86314fd663e552bb2f2741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:18.941446Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:21.457983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:37.942125Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51e0b053ea81e0f00a048d6dab674dac45f98ae7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "percentile_measure": 41.47}, {"sex": "female", "percentile_measure": 40.565}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0848e2f3797767253aa7941ae4fac6076c068833 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_61d3e34b498ac031 +-- problem_id: v2p_m4_353d185a499bb561 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"target_rank" AS ( + SELECT + "sex", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "sex", "cnt" +) +SELECT + r."sex", + r."bmi_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target_rank" AS t + ON r."sex" = t."sex" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09a2345d86558209cf6e845eb0f66928ce6d05f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(0.95 * \"cnt\" AS INTEGER) + ((0.95 * \"cnt\") > CAST(0.95 * \"cnt\" AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST(0.95 * \\\"cnt\\\" AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"male\", \"percentile_measure\": 41.47}, {\"sex\": \"female\", \"percentile_measure\": 40.565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80501f05bf819d3513fcadf7b67e282f5d430919 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:32:02.248132+00:00", + "ended_at": "2026-05-04T08:32:38.942268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_61d3e34b498ac031", + "problem_id": "v2p_m4_353d185a499bb561", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_61d3e34b498ac031.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_61d3e34b498ac031", + "api_calls": 0, + "input_tokens": 43571, + "cached_input_tokens": 41728, + "output_tokens": 968, + "total_tokens": 44539, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3391, + "estimated_output_tokens": 615, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36631.93, + "sql_execution_elapsed_ms_total": 16.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_61d3e34b498ac031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..289ed2dd6711bd96c13e79d2ebbd47af20f3d826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:32:18.754236+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16486.57, "started_at": "2026-05-04T08:32:02.249981+00:00", "ended_at": "2026-05-04T08:32:18.736860+00:00", "prompt_metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 945, "bytes_utf8": 945, "lines": 1, "estimated_tokens": 300}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 423}, "stderr_preview": "2026-05-04T08:32:02.441689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:05.397368Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent expression using CAST and a boolean increment to compute the 95th-percentile nearest-rank index per sex group."} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cdb2286e48c328273445e3583bbbe0b3a34539da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_61d3e34b498ac031/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_61d3e34b498ac031", + "api_calls": 0, + "input_tokens": 43571, + "cached_input_tokens": 41728, + "output_tokens": 968, + "total_tokens": 44539, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3391, + "estimated_output_tokens": 615, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36631.93, + "sql_execution_elapsed_ms_total": 16.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_61d3e34b498ac031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9019a1e948897946d328a3cdcb243fdc47f47ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5604, "bytes_utf8": 5604, "lines": 183, "estimated_tokens": 1615}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c69738549a1e55253beda285ac75313cbd257b2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_62c2dbed236f3c76", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11286.09, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_62c2dbed236f3c76\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60a41fc9a2223256f684680285e1727788ceadb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:18.051879+00:00", + "ended_at": "2026-05-04T08:17:29.337969+00:00", + "elapsed_ms": 11286.09, + "prompt_metrics": { + "chars": 5604, + "bytes_utf8": 5604, + "lines": 183, + "estimated_tokens": 1615 + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 461, + "bytes_utf8": 461, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 141 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e07d71811b5726f94f30833960a0dc621ef5c8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82fa43a5934b17d5aa7bab46341ca37b89efc7e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-276f-7500-b3bd-a911317faad3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=children, target_col=charges, and target_value='1121.8739'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d960a40766a9c63c6aa1e02680e482c637732c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=children, target_col=charges, and target_value='1121.8739'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af0c63c8e21ab5531c2bcfd732aa3a90b8782794 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:18.246762Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:21.086838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:28.551836Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a44344888b5453e12cefb5975832c8fc7c23a6d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "male", "children": "0", "target_rate": 0.006756756756756757}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "1", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b3dfe757cf0e2496e949a4df79e8cbdc2647903 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_62c2dbed236f3c76 +-- problem_id: v2p_m4_a9added9082ae32f +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..193a9a525c3cb829980aedff44ca6b2aec100a3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.006756756756756757}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b356741a9599bba686fb7024b0c0da810f44ebe2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:17:18.049695+00:00", + "ended_at": "2026-05-04T08:17:29.368650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_62c2dbed236f3c76", + "problem_id": "v2p_m4_a9added9082ae32f", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_62c2dbed236f3c76.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_62c2dbed236f3c76", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 141, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11286.09, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_62c2dbed236f3c76\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe6e6605d686771fefc765c926f6df5aba0ec275 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_62c2dbed236f3c76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:29.355582+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11286.09, "started_at": "2026-05-04T08:17:18.051879+00:00", "ended_at": "2026-05-04T08:17:29.337969+00:00", "prompt_metrics": {"chars": 5604, "bytes_utf8": 5604, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:17:18.246762Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:21.086838Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b21a305472b127567d1b6f084ac48c5b56fa5eda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-4a7a-72f3-9b01-fcdf3d2a3032"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to age and measure_threshold fixed at 51.0. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b41e06324519e1c74b8e1823be2ce61966ad6c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the provided Threshold Rarity CDF template with measure_col bound to age and measure_threshold fixed at 51.0. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a96d18acafadfbe5d36bd0ea93b4863b2f8ad95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:36:01.332043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:03.809402Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:11.784929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6305b0c2e9fc098b52099c45eb31b6eda10c82ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"empirical_cdf_at_threshold": 0.7554112554112554}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b9d81eec9b01ce59a6637f20f1d75fb4f164bfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_63c7428c65d37a3e +-- problem_id: v2p_m4_2ba699ff82634db0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c5df6fffb37baafcac499caf59ed1733cd34d53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7554112554112554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea63d3fbcc037867dfc957f67cbaa61859007dc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:36:01.129656+00:00", + "ended_at": "2026-05-04T08:36:12.687046+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_63c7428c65d37a3e", + "problem_id": "v2p_m4_2ba699ff82634db0", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_63c7428c65d37a3e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_63c7428c65d37a3e", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 21713, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11529.14, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_63c7428c65d37a3e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9ac4a1e7e121dcb248ce70d7e6e127297a03933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_63c7428c65d37a3e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:12.678275+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11529.14, "started_at": "2026-05-04T08:36:01.132051+00:00", "ended_at": "2026-05-04T08:36:12.661634+00:00", "prompt_metrics": {"chars": 5230, "bytes_utf8": 5230, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21590, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:36:01.332043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:03.809402Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, group_col_2=region, measure_col=children.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "measure_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62d9d2df5328aa2757e9e71c636ab661a538d9e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-f02b-7ea3-9f4e-de3f9b8c1c5b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"smoker\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"smoker\\\", group_col_2=\\\"region\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21658,"cached_input_tokens":20864,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..035a5392586d48c4d564e0c6a1125fafc6363db0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"smoker\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"smoker\", group_col_2=\"region\", and measure_col=\"children\". Cast \"children\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff77ac4ad074411e80213948e5d855ede59fc3d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:31.768809Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:34.077819Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:41.159299Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54540a8a66550994755153a698227f0f1b83f6b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, group_col_2=region, measure_col=children. +Result preview: [{"smoker": "yes", "region": "northwest", "avg_measure": 1.271186440677966}, {"smoker": "yes", "region": "southwest", "avg_measure": 1.1864406779661016}, {"smoker": "no", "region": "southwest", "avg_measure": 1.1484098939929328}, {"smoker": "no", "region": "northwest", "avg_measure": 1.1428571428571428}, {"smoker": "no", "region": "northeast", "avg_measure": 1.053639846743295}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e0d094c5f864f4a9a4842e0d9f598fb78f25df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_642da599c76eaa97 +-- problem_id: v2p_m4_e645d92c3a5b0a83 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b18954e25c45d3cb4546e4b6228878c22175e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"smoker\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"smoker\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"region\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"region\": \"northwest\", \"avg_measure\": 1.271186440677966}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"avg_measure\": 1.1864406779661016}, {\"smoker\": \"no\", \"region\": \"southwest\", \"avg_measure\": 1.1484098939929328}, {\"smoker\": \"no\", \"region\": \"northwest\", \"avg_measure\": 1.1428571428571428}, {\"smoker\": \"no\", \"region\": \"northeast\", \"avg_measure\": 1.053639846743295}, {\"smoker\": \"no\", \"region\": \"southeast\", \"avg_measure\": 1.0452961672473868}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"avg_measure\": 1.0441176470588236}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"avg_measure\": 1.03125}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..973f83c823fa988d5629b7d8a75dbe7daa019fa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:22:31.584450+00:00", + "ended_at": "2026-05-04T08:22:42.246443+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_642da599c76eaa97", + "problem_id": "v2p_m4_e645d92c3a5b0a83", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, group_col_2=region, measure_col=children.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "measure_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_642da599c76eaa97.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_642da599c76eaa97", + "api_calls": 0, + "input_tokens": 21658, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1568, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10627.02, + "sql_execution_elapsed_ms_total": 3.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_642da599c76eaa97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba002c71793d4cc9f8121a463f9619192e5849a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_642da599c76eaa97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:42.234246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10627.02, "started_at": "2026-05-04T08:22:31.587051+00:00", "ended_at": "2026-05-04T08:22:42.214466+00:00", "prompt_metrics": {"chars": 5470, "bytes_utf8": 5470, "lines": 182, "estimated_tokens": 1568}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21658, "cached_input_tokens": 20864, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:22:31.768809Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:34.077819Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e94d9ca93b599b65976adba6341b6f89a150848 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-ba97-71a1-8310-e6ada222fa01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"children\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21612,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..441b87fb96552c42e1a4dbf2e91f058e647748d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"children\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f3133599b72e3e4bfd31f8c2841d68e6a07310 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:11.673863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:14.330029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:23.414036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d20629b306b7dc5bae9ce3de917f89c52fc02d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "avg_measure": 31.314615384615383}, {"children": "2", "avg_measure": 31.035806451612903}, {"children": "1", "avg_measure": 30.705744047619046}, {"children": "0", "avg_measure": 30.628507588532887}, {"children": "3", "avg_measure": 30.580000000000002}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dae35435d0b862bdfcb3c90f05f9252f1485d9c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_64491954c3dd994d +-- problem_id: v2p_m4_59dc7e2aa70f800f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "children", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY "children") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79461501fc537c142d77619b0587911d58edd78a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"avg_measure\": 31.314615384615383}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046}, {\"children\": \"0\", \"avg_measure\": 30.628507588532887}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db0c785a7899c57718bdcd2f859a9cd31dde10eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:09:11.431468+00:00", + "ended_at": "2026-05-04T08:09:24.281831+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_64491954c3dd994d", + "problem_id": "v2p_m4_59dc7e2aa70f800f", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_64491954c3dd994d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_64491954c3dd994d", + "api_calls": 0, + "input_tokens": 21612, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1522, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1622, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12813.43, + "sql_execution_elapsed_ms_total": 8.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_64491954c3dd994d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ae4ae67b11814de64ec7624fd45d21bc6733001 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_64491954c3dd994d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:24.264086+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12813.43, "started_at": "2026-05-04T08:09:11.433112+00:00", "ended_at": "2026-05-04T08:09:24.246426+00:00", "prompt_metrics": {"chars": 5376, "bytes_utf8": 5376, "lines": 180, "estimated_tokens": 1522}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21612, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:09:11.673863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:14.330029Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8ceaf69cbb5e1f5431e1903828d6877fb60e928 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-0b7f-7452-be9d-6489440c91bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) is needed because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc78ae628824145d0597d0edf4e197a0b170595a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"sex\" and measure_col=\"age\". CAST(\"age\" AS REAL) is needed because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b48d921e72411e6fbfd016e803d442b87711ff51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,65 @@ +2026-05-04T08:02:59.143757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:01.430140Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: HTTP error: 502 Bad Gateway, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T08:03:01.432213Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: unexpected status 502 Bad Gateway: +502 Bad Gateway + +

502 Bad Gateway

+
cloudflare
+ +, url: wss://chatgpt.com/backend-api/codex/responses, cf-ray: 9f65fc844a9c2b7c-LAX +2026-05-04T08:03:01.592231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:09.764934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd4cf29dc64d36dddadb83a18ca0c6f32b8b73e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827}, {"sex": "male", "avg_measure": 38.74822190611664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01894896858deee5a42ead90d1816d084f3f117e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_6561fec6db2109da +-- problem_id: v2p_m4_7bbb9feaa8237773 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fc69e7980e2200d7c0e231036094f37516244c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8acc349237dd251469c5f88fb707a00a361a2555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:02:58.907336+00:00", + "ended_at": "2026-05-04T08:03:10.498016+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6561fec6db2109da", + "problem_id": "v2p_m4_7bbb9feaa8237773", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6561fec6db2109da.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6561fec6db2109da", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 108, + "total_tokens": 21709, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11550.9, + "sql_execution_elapsed_ms_total": 2.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6561fec6db2109da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e00768e19dda65fb0c2a9b324594872d55b3912 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6561fec6db2109da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:10.484146+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11550.9, "started_at": "2026-05-04T08:02:58.909725+00:00", "ended_at": "2026-05-04T08:03:10.460587+00:00", "prompt_metrics": {"chars": 5293, "bytes_utf8": 5293, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 108}, "stderr_preview": "2026-05-04T08:02:59.143757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:01.430140Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: HTTP error: 502 Bad Gateway, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T08:03:01.432213Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: unexpected status 502 Bad Gateway: \n502 Bad Gateway\n\n

502 Bad Gateway

\n
cloudflare
\n\n, url: wss://chatgpt.com/backend-api/codex/responses, cf-ray: 9f65fc844a9c2b7c-LAX\n2026-05-04T08:03:01.592231Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T08:15:09.020160Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..15c6cf3a35a380875a81fa734b382ffad7f39467 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=children. +Result preview: [{"region": "northeast", "condition_rate": 0.44984802431610943}, {"region": "southeast", "condition_rate": 0.4308093994778068}, {"region": "southwest", "condition_rate": 0.4269005847953216}, {"region": "northwest", "condition_rate": 0.4036144578313253}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcacf1cfc391afa477591c11d53bb883a5f10836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_6864e4cf5e8ed338 +-- problem_id: v2p_m4_2cb405d553c6d10a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..928fe7e2f77b1b7200f646075d501a12231d3fe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"northeast\", \"condition_rate\": 0.44984802431610943}, {\"region\": \"southeast\", \"condition_rate\": 0.4308093994778068}, {\"region\": \"southwest\", \"condition_rate\": 0.4269005847953216}, {\"region\": \"northwest\", \"condition_rate\": 0.4036144578313253}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fbb9b4143bf582d4ae77b6182067cf5ea09669dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:14:59.147647+00:00", + "ended_at": "2026-05-04T08:15:09.916231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6864e4cf5e8ed338", + "problem_id": "v2p_m4_2cb405d553c6d10a", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=children.", + "bindings": { + "group_col": "region", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6864e4cf5e8ed338.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6864e4cf5e8ed338", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10740.58, + "sql_execution_elapsed_ms_total": 2.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6864e4cf5e8ed338\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20345b2f8c040d2d6096ca7ffe032cad7fbbfafd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6864e4cf5e8ed338/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:09.907127+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10740.58, "started_at": "2026-05-04T08:14:59.150404+00:00", "ended_at": "2026-05-04T08:15:09.886762+00:00", "prompt_metrics": {"chars": 5537, "bytes_utf8": 5537, "lines": 183, "estimated_tokens": 1572}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21662, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:14:59.352334Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:01.671240Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0d60ceb0088abc8f07953fdfab60f1673cd264e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-c663-7601-8288-93d9221ed90a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col bound to \\\"region\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3662fe254956e67f2719232ec640b181cae5ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"region\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col bound to \"region\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eb5780bbe5d1955e68c886e5b44ee0600dfa4c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T08:07:03.585355Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:06.223707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:06.302455Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: IO error: received fatal alert: BadRecordMac +2026-05-04T08:07:14.705390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c62399e9d21ec8c695a6b6546ea529db055c1746 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southeast", "total_measure": 29692.0}, {"region": "southwest", "total_measure": 26948.0}, {"region": "northwest", "total_measure": 25950.0}, {"region": "northeast", "total_measure": 25822.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1eaaf74eca1d1a6361cfb32ed1ee8e92b707845f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_693eaecab2c73d5e +-- problem_id: v2p_m4_f7438fde078bdc4b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "region" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41a4fefffbedabd8bff044f778858a9c898e0a07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"region\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"region\", \"total_measure\"], \"rows\": [{\"region\": \"southeast\", \"total_measure\": 29692.0}, {\"region\": \"southwest\", \"total_measure\": 26948.0}, {\"region\": \"northwest\", \"total_measure\": 25950.0}, {\"region\": \"northeast\", \"total_measure\": 25822.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95e79ad400c2fc06ea3955d08a7a699b9367c33c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:07:03.404529+00:00", + "ended_at": "2026-05-04T08:07:15.609030+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_693eaecab2c73d5e", + "problem_id": "v2p_m4_f7438fde078bdc4b", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_693eaecab2c73d5e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_693eaecab2c73d5e", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 108, + "total_tokens": 21709, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12175.93, + "sql_execution_elapsed_ms_total": 2.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_693eaecab2c73d5e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..089bcccb9738caa3acecd329e6d488b5cbca2500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_693eaecab2c73d5e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:15.598667+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12175.93, "started_at": "2026-05-04T08:07:03.406853+00:00", "ended_at": "2026-05-04T08:07:15.582837+00:00", "prompt_metrics": {"chars": 5289, "bytes_utf8": 5289, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 108}, "stderr_preview": "2026-05-04T08:07:03.585355Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:06.223707Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15c684f14756320a673485853163d3836944ec72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-424f-71a3-9fa8-d9fc01ffc8ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"region\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for a correct SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1bb9bd809bb8e2d1483679ced5cd71a58201314 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"region\", and measure_col=\"children\". Cast \"children\" from TEXT to REAL for a correct SQLite average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c625ead38980a0e1fd0ec843bfa1baa04b4bb474 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:47.269240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:49.730811Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:56.996769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae53b613d693a5a10cf43366f90bb4bdcac97d67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children. +Result preview: [{"sex": "male", "region": "southwest", "avg_measure": 1.186046511627907}, {"sex": "male", "region": "northwest", "avg_measure": 1.1717791411042944}, {"sex": "female", "region": "northwest", "avg_measure": 1.1597633136094674}, {"sex": "female", "region": "southwest", "avg_measure": 1.1235294117647059}, {"sex": "male", "region": "northeast", "avg_measure": 1.095808383233533}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1729b7d77f59141fbdeaac04527acc86dd6a57df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_6a683385692aae9c +-- problem_id: v2p_m4_5af511af3e4d03aa +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35cd394edaa1f1775e05b5c34caa6721082a715d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"region\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southwest\", \"avg_measure\": 1.186046511627907}, {\"sex\": \"male\", \"region\": \"northwest\", \"avg_measure\": 1.1717791411042944}, {\"sex\": \"female\", \"region\": \"northwest\", \"avg_measure\": 1.1597633136094674}, {\"sex\": \"female\", \"region\": \"southwest\", \"avg_measure\": 1.1235294117647059}, {\"sex\": \"male\", \"region\": \"northeast\", \"avg_measure\": 1.095808383233533}, {\"sex\": \"male\", \"region\": \"southeast\", \"avg_measure\": 1.044776119402985}, {\"sex\": \"female\", \"region\": \"southeast\", \"avg_measure\": 1.0384615384615385}, {\"sex\": \"female\", \"region\": \"northeast\", \"avg_measure\": 1.0061728395061729}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8cea89c9b7c38ac250aadc1abf2ad86487cc8c22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:21:47.091806+00:00", + "ended_at": "2026-05-04T08:21:57.964517+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6a683385692aae9c", + "problem_id": "v2p_m4_5af511af3e4d03aa", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6a683385692aae9c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6a683385692aae9c", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10841.57, + "sql_execution_elapsed_ms_total": 3.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6a683385692aae9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5befbbe53a86dd56c13f75c24276878577ff5fe9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6a683385692aae9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:57.953911+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10841.57, "started_at": "2026-05-04T08:21:47.093635+00:00", "ended_at": "2026-05-04T08:21:57.935209+00:00", "prompt_metrics": {"chars": 5466, "bytes_utf8": 5466, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21656, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:21:47.269240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:49.730811Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi, condition_col=children.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec378d779943b94804942aed34fcc81cb3e9c9e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-6b0a-7e61-848b-b98717ff96f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '1'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"bmi_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"bmi_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each sex group after filtering to children = '1'. BMI is cast to REAL, and groups with fewer than 5 rows are excluded using min_group_size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21714,"cached_input_tokens":19840,"output_tokens":800}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a1d744fd686e25ea2d7b1b832a016a5edcaa693 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE \"children\" = '1'\n AND \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"bmi_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"bmi_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each sex group after filtering to children = '1'. BMI is cast to REAL, and groups with fewer than 5 rows are excluded using min_group_size."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c752fddc78cc57adc8d338016a55a7267c9d07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:19.862305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:22.361757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:41.749849Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe1beaf10ee2f1dfa15914097e7b1956ff08de6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi, condition_col=children. +Result preview: [{"sex": "male", "conditional_percentile": 39.16}, {"sex": "female", "conditional_percentile": 37.62}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19cd09bc61ea1a2704c4ceaee75f22e094b6b25e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_6b534048b2e325e5 +-- problem_id: v2p_m4_2cfc7053f8aff8e6 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_num" + FROM "m4" + WHERE "children" = '1' + AND "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "bmi_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "bmi_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +) +SELECT + "sex", + "bmi_num" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST(((9 * "cnt") + 9) / 10 AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23f33851d66fc818f0d6e78f2f2db98254231a35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE \"children\" = '1'\n AND \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"bmi_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"bmi_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '1'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"bmi_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"bmi_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"male\", \"conditional_percentile\": 39.16}, {\"sex\": \"female\", \"conditional_percentile\": 37.62}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40e6cfaeb097cbe01a45989cd620ac8b46503915 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:26:19.631233+00:00", + "ended_at": "2026-05-04T08:26:42.539677+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6b534048b2e325e5", + "problem_id": "v2p_m4_2cfc7053f8aff8e6", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi, condition_col=children.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6b534048b2e325e5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6b534048b2e325e5", + "api_calls": 0, + "input_tokens": 21714, + "cached_input_tokens": 19840, + "output_tokens": 800, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1624, + "estimated_output_tokens": 278, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22858.35, + "sql_execution_elapsed_ms_total": 5.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6b534048b2e325e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07363810251221e7d4a76491c22865698f823575 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:42.521676+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22858.35, "started_at": "2026-05-04T08:26:19.633622+00:00", "ended_at": "2026-05-04T08:26:42.491857+00:00", "prompt_metrics": {"chars": 5786, "bytes_utf8": 5786, "lines": 185, "estimated_tokens": 1624}, "response_metrics": {"chars": 909, "bytes_utf8": 909, "lines": 1, "estimated_tokens": 278}, "usage": {"input_tokens": 21714, "cached_input_tokens": 19840, "output_tokens": 800}, "stderr_preview": "2026-05-04T08:26:19.862305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:22.361757Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile within each sex group after filtering to children = '1'. BMI is cast to REAL, and groups with fewer than 5 rows are excluded using min_group_size.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7149432147d4eb934a3992fb54d5008c1b226b94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6b534048b2e325e5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6b534048b2e325e5", + "api_calls": 0, + "input_tokens": 21714, + "cached_input_tokens": 19840, + "output_tokens": 800, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1624, + "estimated_output_tokens": 278, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22858.35, + "sql_execution_elapsed_ms_total": 5.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6b534048b2e325e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ef1c9df17d99c319378b82a377334f2d08232d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6110, "bytes_utf8": 6110, "lines": 183, "estimated_tokens": 1722}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 188}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25f64f036bfd7a762f3ee444c3cf8e7f78040288 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6dc70b8c5aa6f878", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 204, + "total_tokens": 22016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 188, + "estimated_total_tokens": 1910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11961.28, + "sql_execution_elapsed_ms_total": 2.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6dc70b8c5aa6f878\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1c7d40fba62937faf2d2c84a9d6c8cdea618f4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:32.879036+00:00", + "ended_at": "2026-05-04T08:15:44.840486+00:00", + "elapsed_ms": 11961.28, + "prompt_metrics": { + "chars": 6110, + "bytes_utf8": 6110, + "lines": 183, + "estimated_tokens": 1722 + }, + "stdout_metrics": { + "chars": 1076, + "bytes_utf8": 1076, + "lines": 4, + "estimated_tokens": 305 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 1, + "estimated_tokens": 188 + }, + "usage": { + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2d5fd2293f89dc5739b6c7cfc09a70b5b436980 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bc0ce6152d32a4a3864087cf251497e8c85bee0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-8c8e-7b51-baee-65faf1bc0e91"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"children\\\" and condition_col=\\\"smoker\\\", using positive_value='no' and negative_value='yes'. Cast was added for a numeric ratio, and NULLIF avoids division by zero in groups with no 'yes' smokers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":20864,"output_tokens":204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91f3c104df3ad8ed6a8ef52c73fc3657256a0b9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template exactly with group_col=\"children\" and condition_col=\"smoker\", using positive_value='no' and negative_value='yes'. Cast was added for a numeric ratio, and NULLIF avoids division by zero in groups with no 'yes' smokers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..619363fe3666cca3c89be0e67b81b6b09ab29753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:33.066053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:35.611829Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:43.995846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b863256b04483079ab45bd7568aaafa42003ff56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=smoker. +Result preview: [{"children": "5", "condition_ratio": 20.0}, {"children": "4", "condition_ratio": 7.666666666666667}, {"children": "1", "condition_ratio": 4.25}, {"children": "0", "condition_ratio": 4.068376068376068}, {"children": "2", "condition_ratio": 3.3508771929824563}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..acd5f165097674704cd7653a3e7918d1ac5111ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_6dc70b8c5aa6f878 +-- problem_id: v2p_m4_1bb87f3061f94257 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d383ede7f30f61f5476c81f43df0633ecd08a255 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"children\", \"condition_ratio\"], \"rows\": [{\"children\": \"5\", \"condition_ratio\": 20.0}, {\"children\": \"4\", \"condition_ratio\": 7.666666666666667}, {\"children\": \"1\", \"condition_ratio\": 4.25}, {\"children\": \"0\", \"condition_ratio\": 4.068376068376068}, {\"children\": \"2\", \"condition_ratio\": 3.3508771929824563}, {\"children\": \"3\", \"condition_ratio\": 3.05}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99f8610463ef9f15ddc623c01377c0b5afa87c78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:15:32.877360+00:00", + "ended_at": "2026-05-04T08:15:44.867283+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6dc70b8c5aa6f878", + "problem_id": "v2p_m4_1bb87f3061f94257", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=smoker.", + "bindings": { + "group_col": "children", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6dc70b8c5aa6f878.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6dc70b8c5aa6f878", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 204, + "total_tokens": 22016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 188, + "estimated_total_tokens": 1910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11961.28, + "sql_execution_elapsed_ms_total": 2.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6dc70b8c5aa6f878\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5ea7112963c234a5016ce3009d2828d682c8c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6dc70b8c5aa6f878/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:44.857937+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11961.28, "started_at": "2026-05-04T08:15:32.879036+00:00", "ended_at": "2026-05-04T08:15:44.840486+00:00", "prompt_metrics": {"chars": 6110, "bytes_utf8": 6110, "lines": 183, "estimated_tokens": 1722}, "response_metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 188}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 204}, "stderr_preview": "2026-05-04T08:15:33.066053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:35.611829Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "smoker", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..803c036ba40a2a3dbbb08109deef1f8cddc23ad6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-d09b-7240-a7e4-a317ea3e6c11"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"smoker\\\" on the single table \\\"m4\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21578,"cached_input_tokens":19840,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a19594169706823f1799132635312b1bc18a9fe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"smoker\" on the single table \"m4\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0d9c82b341659b5f3b6198c7f7cb3c9d585fda1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:21.908223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:24.316692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:33.439643Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8631624eadf0e8b90d359babda741868d6435810 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "row_count": 2208}, {"smoker": "yes", "row_count": 564}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..880efcef77ee703391c7d6bf5873a7ee0a8f77c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_6f889e766c97c78d +-- problem_id: v2p_m4_7f484d82676bcf60 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS row_count +FROM "m4" +GROUP BY "smoker" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98b41a68d726b2ec543062e0491503dca0250e2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"smoker\", \"row_count\"], \"rows\": [{\"smoker\": \"no\", \"row_count\": 2208}, {\"smoker\": \"yes\", \"row_count\": 564}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15418ddc8c2c0634058e55ae6892bf0866a807cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:58:21.730516+00:00", + "ended_at": "2026-05-04T07:58:34.098279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6f889e766c97c78d", + "problem_id": "v2p_m4_7f484d82676bcf60", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6f889e766c97c78d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6f889e766c97c78d", + "api_calls": 0, + "input_tokens": 21578, + "cached_input_tokens": 19840, + "output_tokens": 100, + "total_tokens": 21678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1488, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1572, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12338.83, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6f889e766c97c78d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f99d5da624b088a7c8b3118776fe578f8c4b7cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6f889e766c97c78d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:34.089171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12338.83, "started_at": "2026-05-04T07:58:21.732638+00:00", "ended_at": "2026-05-04T07:58:34.071952+00:00", "prompt_metrics": {"chars": 5209, "bytes_utf8": 5209, "lines": 178, "estimated_tokens": 1488}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21578, "cached_input_tokens": 19840, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:58:21.908223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:24.316692Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children, condition_col=charges.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c259e9bf0af9a2d2ed3867004a4c48ae1bf6de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-f1d1-7531-9b46-92328ac36015"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"smoker\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"smoker\\\" = \\\"quantiles\\\".\\\"smoker\\\"\\nORDER BY \\\"quantiles\\\".\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile with a nearest-rank approach per smoker group after filtering rows where charges equals 10096.97. Numeric text fields are CAST to REAL for comparison and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21723,"cached_input_tokens":20864,"output_tokens":877}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dff3e13a62ae1de6d02abf8d7b820fdc4b11760 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"quantiles\" AS (\n SELECT\n \"smoker\",\n MIN(\"measure\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"smoker\"\n)\nSELECT\n \"groups\".\"smoker\",\n \"quantiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"smoker\" = \"quantiles\".\"smoker\"\nORDER BY \"quantiles\".\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile with a nearest-rank approach per smoker group after filtering rows where charges equals 10096.97. Numeric text fields are CAST to REAL for comparison and ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d31b3566583c07d02577372b1df94bf0f6fc462 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:43.274858Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:45.921003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:06.709691Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..634f5990bac4ab6305800e4a1e6ea88c2dca4ae8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children, condition_col=charges. +Result preview: [{"smoker": "no", "conditional_percentile": 5.0}, {"smoker": "yes", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7803eea54ef7f98cf869288c112c29edbda56089 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_6fa4d28e2d555532 +-- problem_id: v2p_m4_480ee9378a77d36f +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure" + FROM "m4" + WHERE CAST("charges" AS REAL) = 10096.97 +), +"ranked" AS ( + SELECT + "smoker", + "measure", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"quantiles" AS ( + SELECT + "smoker", + MIN("measure") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "smoker" +) +SELECT + "groups"."smoker", + "quantiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "quantiles" + ON "groups"."smoker" = "quantiles"."smoker" +ORDER BY "quantiles"."conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..904d1aef634ad33c8bce7aee9b39069888153233 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"quantiles\" AS (\n SELECT\n \"smoker\",\n MIN(\"measure\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"smoker\"\n)\nSELECT\n \"groups\".\"smoker\",\n \"quantiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"smoker\" = \"quantiles\".\"smoker\"\nORDER BY \"quantiles\".\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"smoker\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"smoker\\\" = \\\"quantiles\\\".\\\"smoker\\\"\\nORDER BY \\\"quantiles\\\".\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"no\", \"conditional_percentile\": 5.0}, {\"smoker\": \"yes\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b3f15ec25ca6f628a929c1e58f9f6ea26d747a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:24:43.084052+00:00", + "ended_at": "2026-05-04T08:25:07.618903+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6fa4d28e2d555532", + "problem_id": "v2p_m4_480ee9378a77d36f", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children, condition_col=charges.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6fa4d28e2d555532.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6fa4d28e2d555532", + "api_calls": 0, + "input_tokens": 21723, + "cached_input_tokens": 20864, + "output_tokens": 877, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 355, + "estimated_total_tokens": 1988, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24490.52, + "sql_execution_elapsed_ms_total": 3.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6fa4d28e2d555532\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82ca8a5dc842c350f1a6d16d41b5be33b9c19965 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:07.606973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24490.52, "started_at": "2026-05-04T08:24:43.086947+00:00", "ended_at": "2026-05-04T08:25:07.578174+00:00", "prompt_metrics": {"chars": 5818, "bytes_utf8": 5818, "lines": 185, "estimated_tokens": 1633}, "response_metrics": {"chars": 1205, "bytes_utf8": 1205, "lines": 1, "estimated_tokens": 355}, "usage": {"input_tokens": 21723, "cached_input_tokens": 20864, "output_tokens": 877}, "stderr_preview": "2026-05-04T08:24:43.274858Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:45.921003Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"smoker\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"smoker\\\" = \\\"quantiles\\\".\\\"smoker\\\"\\nORDER BY \\\"quantiles\\\".\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CON"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..360679b104c7d7ecbe660bc08c822d790af2e0df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fa4d28e2d555532/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6fa4d28e2d555532", + "api_calls": 0, + "input_tokens": 21723, + "cached_input_tokens": 20864, + "output_tokens": 877, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 355, + "estimated_total_tokens": 1988, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24490.52, + "sql_execution_elapsed_ms_total": 3.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6fa4d28e2d555532\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc628e707227ecd7744b22c80cc0f514b18839c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5313, "bytes_utf8": 5313, "lines": 180, "estimated_tokens": 1511}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 106}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..912e4e76ead9252c6905a5f6cd910cbc7c5392ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6fc9ec36fb00b82e", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21707, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11044.92, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6fc9ec36fb00b82e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e89de5a2ec04858c1b950ad708174b126d15c7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:05:10.333407+00:00", + "ended_at": "2026-05-04T08:05:21.378498+00:00", + "elapsed_ms": 11044.92, + "prompt_metrics": { + "chars": 5313, + "bytes_utf8": 5313, + "lines": 180, + "estimated_tokens": 1511 + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": 89 + }, + "usage": { + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 106 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..131f20db13018966e722f3dcadebf679d525aaad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a572577445ada059e2ba9a3938e74346c3290f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-0cf0-7ec3-aa23-25d69d704dd7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Casted \\\"children\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":106}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6506f90fd86b9917e06b389f88ffc6ec987125 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"children\" and measure_col=\"children\". Casted \"children\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b78f2d7c1df1edbda229933e4319966d9c0ad561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:10.580105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:13.092583Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:20.633857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bcc86a0c1f38ac4faf6da762955a159a8436fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "avg_measure": 5.0}, {"children": "4", "avg_measure": 4.0}, {"children": "3", "avg_measure": 3.0}, {"children": "2", "avg_measure": 2.0}, {"children": "1", "avg_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..433cc084d6e2fa64e3aa8f9718e0c7ed4e701cd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_6fc9ec36fb00b82e +-- problem_id: v2p_m4_4cd28186e5d0ddc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..108445b8c977d7c4f36f37f7c75a098c5b41d526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"5\", \"avg_measure\": 5.0}, {\"children\": \"4\", \"avg_measure\": 4.0}, {\"children\": \"3\", \"avg_measure\": 3.0}, {\"children\": \"2\", \"avg_measure\": 2.0}, {\"children\": \"1\", \"avg_measure\": 1.0}, {\"children\": \"0\", \"avg_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99b743df79be441c84e75f335adde74c005b52c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:05:10.331760+00:00", + "ended_at": "2026-05-04T08:05:21.404892+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6fc9ec36fb00b82e", + "problem_id": "v2p_m4_4cd28186e5d0ddc6", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_6fc9ec36fb00b82e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6fc9ec36fb00b82e", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21707, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11044.92, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_6fc9ec36fb00b82e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09bd7b653fa2aafa9422d3466950179e99405bdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_6fc9ec36fb00b82e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:05:21.395364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11044.92, "started_at": "2026-05-04T08:05:10.333407+00:00", "ended_at": "2026-05-04T08:05:21.378498+00:00", "prompt_metrics": {"chars": 5313, "bytes_utf8": 5313, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 106}, "stderr_preview": "2026-05-04T08:05:10.580105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:13.092583Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd86c2deeeffd0c198750d67ed2a89d17ed5a107 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-d4ff-7082-af70-884c015fb46f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77cd217cc3c9764df5793c9d930c6c2a6190e41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col bound to \"sex\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e185d5ecba67ea09840ea6977c2ae488da500336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:01.793223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:04.349728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:12.831977Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..372746ebfdbcc9709601701d8333749c45074f24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "male", "total_measure": 54480.0}, {"sex": "female", "total_measure": 53932.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..912f29734e1c084163c79c1cfab1f005c4b69317 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_702e9f528bb43779 +-- problem_id: v2p_m4_ef7138c9d350c53e +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85056fa3d4c0a4575721dbd7cc7a00d48b336c82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"sex\", \"total_measure\"], \"rows\": [{\"sex\": \"male\", \"total_measure\": 54480.0}, {\"sex\": \"female\", \"total_measure\": 53932.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6fee4821c9704377f5ea29146dac625a3cf0bfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:06:01.603174+00:00", + "ended_at": "2026-05-04T08:06:14.026946+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_702e9f528bb43779", + "problem_id": "v2p_m4_ef7138c9d350c53e", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_702e9f528bb43779.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_702e9f528bb43779", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21712, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1604, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12362.97, + "sql_execution_elapsed_ms_total": 4.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_702e9f528bb43779\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05377d27da4f90bcbec42c5a7034b8931dd7eb95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_702e9f528bb43779/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:06:14.009248+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12362.97, "started_at": "2026-05-04T08:06:01.606756+00:00", "ended_at": "2026-05-04T08:06:13.969912+00:00", "prompt_metrics": {"chars": 5285, "bytes_utf8": 5285, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:06:01.793223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:04.349728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d936227abc8aa7a50bb97fc61434f25a76045abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-46ee-7b83-8a34-67b3b5d61abe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f65216645577325a575d24142d8a94763ba3b7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"children\", and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9609c8295ff47dbba7fa62fac14ce701ffb37364 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:54.035776Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:56.362734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:03.716577Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22b104e0cdd794808eab72ad2c5db0dc95ff264f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_7074ab4652ea3f2a +-- problem_id: v2p_m4_26e507969152088b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92da5300dcf019ed033827e5f859c4c30e6fb983 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db987014cd05fd05645133ad7afc39e953d0391f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:22:53.803462+00:00", + "ended_at": "2026-05-04T08:23:04.722262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7074ab4652ea3f2a", + "problem_id": "v2p_m4_26e507969152088b", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7074ab4652ea3f2a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7074ab4652ea3f2a", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10884.44, + "sql_execution_elapsed_ms_total": 3.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7074ab4652ea3f2a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c187db115a4d1f7ad921a6c490f00249ba69a5ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:04.710359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10884.44, "started_at": "2026-05-04T08:22:53.805410+00:00", "ended_at": "2026-05-04T08:23:04.688710+00:00", "prompt_metrics": {"chars": 5461, "bytes_utf8": 5461, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21656, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:22:54.035776Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:56.362734Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9ec36a5078660021e3b78fbdd47c3f7e07b46be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-32e5-75e0-be1a-2062f18aab3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"region\\\" and condition_col bound to \\\"children\\\", treating condition_value as '1' based on the bindings and TEXT schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21663,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92cd02ac2b104b03df6adb99f62aa4ea41600e9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"region\" and condition_col bound to \"children\", treating condition_value as '1' based on the bindings and TEXT schema."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb4bc939434f6ca498c3e7227a06ce80385481bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:10.119022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:12.504925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:19.625839Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b10cb6d3853e8d9ba98498a36d8c5b4657b765dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=children. +Result preview: [{"region": "southeast", "condition_rate": 0.26370757180156656}, {"region": "northeast", "condition_rate": 0.24012158054711247}, {"region": "southwest", "condition_rate": 0.23684210526315788}, {"region": "northwest", "condition_rate": 0.22590361445783133}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85ae12f88c89b521154bf527a89e6faf54658752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_734d1aca27dd68a0 +-- problem_id: v2p_m4_f06856a7452f509e +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dcce71d7c83f17ccf2e49dc6b2f4ba4fe67975f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"southeast\", \"condition_rate\": 0.26370757180156656}, {\"region\": \"northeast\", \"condition_rate\": 0.24012158054711247}, {\"region\": \"southwest\", \"condition_rate\": 0.23684210526315788}, {\"region\": \"northwest\", \"condition_rate\": 0.22590361445783133}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cae491d5830eae0828cc3921956d0298281c320 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:15:09.918389+00:00", + "ended_at": "2026-05-04T08:15:20.565678+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_734d1aca27dd68a0", + "problem_id": "v2p_m4_f06856a7452f509e", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=children.", + "bindings": { + "group_col": "region", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_734d1aca27dd68a0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_734d1aca27dd68a0", + "api_calls": 0, + "input_tokens": 21663, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1573, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10620.7, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_734d1aca27dd68a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd6fc018fd379a9412443575f962a0e665553809 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_734d1aca27dd68a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:20.556920+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10620.7, "started_at": "2026-05-04T08:15:09.920217+00:00", "ended_at": "2026-05-04T08:15:20.540814+00:00", "prompt_metrics": {"chars": 5544, "bytes_utf8": 5544, "lines": 183, "estimated_tokens": 1573}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21663, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:15:10.119022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:12.504925Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a306bdd06a7c12ccf35c55b2ecd7290cb53b8c08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-25bd-75e2-a28b-abacb2652a0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with bound roles group_col=\\\"children\\\" and condition_col=\\\"charges\\\". Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the bound condition value was compared as a quoted literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21671,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5e319f089b8d5b0c0cfe43469730b644212a9b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with bound roles group_col=\"children\" and condition_col=\"charges\". Since \"charges\" is stored as TEXT in the schema snapshot, the bound condition value was compared as a quoted literal."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ad6429fc1fc6eb0ef93134d84d84f0e8ad5dbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:14:01.244108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:06.891063Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:24.544273Z WARN codex_analytics::client: events failed with status 403 Forbidden: diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..731a25a10b63f8647fb817455b30a22d6ab67adc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=charges. +Result preview: [{"children": "5", "condition_rate": 0.09523809523809523}, {"children": "4", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "2", "condition_rate": 0.0}, {"children": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bf1246045a8312c8ee3d51cfc1a95424d82bce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_74541e90c2218c0e +-- problem_id: v2p_m4_7ef77bec2594a44e +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25d1bedbead65d7b33d66201282b4fe586eee4df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"5\", \"condition_rate\": 0.09523809523809523}, {\"children\": \"4\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"2\", \"condition_rate\": 0.0}, {\"children\": \"1\", \"condition_rate\": 0.0}, {\"children\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ba757e755cc51ec340ff1aa8a72ed1ea01b4f4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:14:01.008478+00:00", + "ended_at": "2026-05-04T08:14:24.680984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_74541e90c2218c0e", + "problem_id": "v2p_m4_7ef77bec2594a44e", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=charges.", + "bindings": { + "group_col": "children", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_74541e90c2218c0e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_74541e90c2218c0e", + "api_calls": 0, + "input_tokens": 21671, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 21802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1581, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1696, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23634.44, + "sql_execution_elapsed_ms_total": 3.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_74541e90c2218c0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fef4bee69e66ac34be33fad96f8ff843209d079 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74541e90c2218c0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:24.664179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23634.44, "started_at": "2026-05-04T08:14:01.010263+00:00", "ended_at": "2026-05-04T08:14:24.644615+00:00", "prompt_metrics": {"chars": 5559, "bytes_utf8": 5559, "lines": 183, "estimated_tokens": 1581}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21671, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:14:01.244108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:06.891063Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41233b31a41420d56b70bdf61bcbd18343883138 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"children\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"smoker\",\n 0.95 * (\"cnt\" - 1) + 1 AS \"pos\",\n CAST(FLOOR(0.95 * (\"cnt\" - 1) + 1) AS INTEGER) AS \"lo\",\n CAST(CEIL(0.95 * (\"cnt\" - 1) + 1) AS INTEGER) AS \"hi\"\n FROM \"ordered\"\n GROUP BY \"smoker\", \"cnt\"\n)\nSELECT\n \"p\".\"smoker\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END) * (\"p\".\"hi\" - \"p\".\"pos\") +\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"children_value\" END) * (\"p\".\"pos\" - \"p\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"smoker\" = \"p\".\"smoker\"\nGROUP BY \"p\".\"smoker\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: FLOOR", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eb463e1e718d67d91fc4b14ba766528ce60f2e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-a85b-7100-bd97-e818c0e56cb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"children\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n 0.95 * (\\\"cnt\\\" - 1) + 1 AS \\\"pos\\\",\\n CAST(FLOOR(0.95 * (\\\"cnt\\\" - 1) + 1) AS INTEGER) AS \\\"lo\\\",\\n CAST(CEIL(0.95 * (\\\"cnt\\\" - 1) + 1) AS INTEGER) AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"smoker\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"children_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"children_value\\\" END) * (\\\"p\\\".\\\"hi\\\" - \\\"p\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"children_value\\\" END) * (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lo\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"smoker\\\" = \\\"p\\\".\\\"smoker\\\"\\nGROUP BY \\\"p\\\".\\\"smoker\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 continuous percentile per \\\"smoker\\\" group using window functions and linear interpolation over CAST(\\\"children\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":659}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd9b8a397adf18c7187e0cc596a0d27b6b6ece6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"children\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"smoker\",\n 0.95 * (\"cnt\" - 1) + 1 AS \"pos\",\n CAST(FLOOR(0.95 * (\"cnt\" - 1) + 1) AS INTEGER) AS \"lo\",\n CAST(CEIL(0.95 * (\"cnt\" - 1) + 1) AS INTEGER) AS \"hi\"\n FROM \"ordered\"\n GROUP BY \"smoker\", \"cnt\"\n)\nSELECT\n \"p\".\"smoker\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END) * (\"p\".\"hi\" - \"p\".\"pos\") +\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"children_value\" END) * (\"p\".\"pos\" - \"p\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"smoker\" = \"p\".\"smoker\"\nGROUP BY \"p\".\"smoker\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 continuous percentile per \"smoker\" group using window functions and linear interpolation over CAST(\"children\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5783e746ccba92c52c293f98804771525607f74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-f8e6-7170-a690-895d5d50536f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"children\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n (0.95 * (\\\"cnt\\\" - 1)) + 1 AS \\\"pos\\\",\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"smoker\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"children_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"children_value\\\" END) * (\\\"p\\\".\\\"hi\\\" - \\\"p\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"children_value\\\" END) * (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lo\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"smoker\\\" = \\\"p\\\".\\\"smoker\\\"\\nGROUP BY \\\"p\\\".\\\"smoker\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing FLOOR/CEIL with INTEGER-cast logic suitable for the positive percentile position calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22139,"cached_input_tokens":19840,"output_tokens":708}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62cab482963218f0cdc6ee32f206e9d213b7d068 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"children\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"smoker\",\n (0.95 * (\"cnt\" - 1)) + 1 AS \"pos\",\n CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER) AS \"lo\",\n CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1) = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER)\n THEN CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER)\n ELSE CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n GROUP BY \"smoker\", \"cnt\"\n)\nSELECT\n \"p\".\"smoker\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END) * (\"p\".\"hi\" - \"p\".\"pos\") +\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"children_value\" END) * (\"p\".\"pos\" - \"p\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"smoker\" = \"p\".\"smoker\"\nGROUP BY \"p\".\"smoker\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite incompatibility by replacing FLOOR/CEIL with INTEGER-cast logic suitable for the positive percentile position calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d9be28b173e538493c8709fbb56657ee6b72a48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:52.147739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:54.551009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:11.691732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02351f216b28412df7e7cf2caa092e37e59cb57f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:12.780581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:15.225601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:33.754463Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93996cb7e8df812a94a5e9fc1bb5a0f6865f22a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "percentile_measure": 3.0}, {"smoker": "yes", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1faee57523bfeb4672d5ad5ef99cff3987bf275d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_74a1167dd511366a +-- problem_id: v2p_m4_af58e1ed4fa91d64 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "children_value", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY CAST("children" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "children" IS NOT NULL +), +"params" AS ( + SELECT + "smoker", + 0.95 * ("cnt" - 1) + 1 AS "pos", + CAST(FLOOR(0.95 * ("cnt" - 1) + 1) AS INTEGER) AS "lo", + CAST(CEIL(0.95 * ("cnt" - 1) + 1) AS INTEGER) AS "hi" + FROM "ordered" + GROUP BY "smoker", "cnt" +) +SELECT + "p"."smoker", + CASE + WHEN "p"."lo" = "p"."hi" THEN MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."children_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."children_value" END) * ("p"."hi" - "p"."pos") + + MAX(CASE WHEN "o"."rn" = "p"."hi" THEN "o"."children_value" END) * ("p"."pos" - "p"."lo") + END AS "percentile_measure" +FROM "params" AS "p" +JOIN "ordered" AS "o" + ON "o"."smoker" = "p"."smoker" +GROUP BY "p"."smoker", "p"."pos", "p"."lo", "p"."hi" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..384352d48aef0d918cf27a9e06c86c37e53bfcc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"children\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"smoker\",\n (0.95 * (\"cnt\" - 1)) + 1 AS \"pos\",\n CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER) AS \"lo\",\n CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1) = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER)\n THEN CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER)\n ELSE CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n GROUP BY \"smoker\", \"cnt\"\n)\nSELECT\n \"p\".\"smoker\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"children_value\" END) * (\"p\".\"hi\" - \"p\".\"pos\") +\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"children_value\" END) * (\"p\".\"pos\" - \"p\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"smoker\" = \"p\".\"smoker\"\nGROUP BY \"p\".\"smoker\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"children\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n (0.95 * (\\\"cnt\\\" - 1)) + 1 AS \\\"pos\\\",\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"smoker\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"children_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"children_value\\\" END) * (\\\"p\\\".\\\"hi\\\" - \\\"p\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"children_value\\\" END) * (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lo\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"smoker\\\" = \\\"p\\\".\\\"smoker\\\"\\nGROUP BY \\\"p\\\".\\\"smoker\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"no\", \"percentile_measure\": 3.0}, {\"smoker\": \"yes\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd675903949df6f486e4cae3c2f7cbb20610dbca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:29:51.941701+00:00", + "ended_at": "2026-05-04T08:30:34.716881+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_74a1167dd511366a", + "problem_id": "v2p_m4_af58e1ed4fa91d64", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_74a1167dd511366a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_74a1167dd511366a", + "api_calls": 0, + "input_tokens": 43780, + "cached_input_tokens": 40704, + "output_tokens": 1367, + "total_tokens": 45147, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3600, + "estimated_output_tokens": 1074, + "estimated_total_tokens": 4674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 42703.15, + "sql_execution_elapsed_ms_total": 18.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_74a1167dd511366a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93a1f26de3a55bc69a913ec1b3103d5281b329c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_74a1167dd511366a/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:30:12.557360+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20593.5, "started_at": "2026-05-04T08:29:51.943850+00:00", "ended_at": "2026-05-04T08:30:12.536357+00:00", "prompt_metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 1512, "bytes_utf8": 1512, "lines": 1, "estimated_tokens": 512}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 659}, "stderr_preview": "2026-05-04T08:29:52.147739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:54.551009Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "male", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..883e2801f5920f815c7c4437063979c4db233ee9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-4333-7c31-8924-8e0d127d184b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'male'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col bound to \\\"smoker\\\" and predicate \\\"sex\\\" = 'male'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1612fb4024b7c080b86c3c57134beae330360ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'male'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the provided Filtered Top-k Group Count template with group_col bound to \"smoker\" and predicate \"sex\" = 'male'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5faadc8c03e606b7bdedf7b4acb0d95add061d62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:07.845406Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:10.481247Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:19.479264Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d900402e3fc02db945e793baf54e81c7bd65e62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 1074}, {"smoker": "yes", "support": 332}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fae7909013e33cf6c70c74b3e30d6d65815e97ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_75e606c72a26509b +-- problem_id: v2p_m4_98de6d6d899d0dd7 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'male' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9761f9905ff11b52e80452241f7376a2309d5321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'male'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'male'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 1074}, {\"smoker\": \"yes\", \"support\": 332}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16c45f1f959f57be91d82a623d41ac0cece3a565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:02:07.664852+00:00", + "ended_at": "2026-05-04T08:02:20.085880+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_75e606c72a26509b", + "problem_id": "v2p_m4_98de6d6d899d0dd7", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "male", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_75e606c72a26509b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_75e606c72a26509b", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 21765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12381.04, + "sql_execution_elapsed_ms_total": 2.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_75e606c72a26509b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dea70024b7a7f3ba46222d07008693384d541f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_75e606c72a26509b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:20.070054+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12381.04, "started_at": "2026-05-04T08:02:07.668347+00:00", "ended_at": "2026-05-04T08:02:20.044141+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21650, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:02:07.845406Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:10.481247Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40304513cbf3edcba02cf9c9c5ab55619864785a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-34b0-79b1-82a4-17046600e3cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"thresholds\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n CASE\\n WHEN CAST(0.9 * \\\"cnt\\\" AS INTEGER) = 0.9 * \\\"cnt\\\" THEN CAST(0.9 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation for \\\"bmi\\\" by \\\"sex\\\", casting the TEXT-valued measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":749}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8006535b5890f4b1f76ec753d9e0063b7e03fce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"thresholds\" AS (\n SELECT\n \"sex\",\n \"bmi_value\",\n \"rn\",\n CASE\n WHEN CAST(0.9 * \"cnt\" AS INTEGER) = 0.9 * \"cnt\" THEN CAST(0.9 * \"cnt\" AS INTEGER)\n ELSE CAST(0.9 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sex\",\n MIN(\"bmi_value\") AS \"percentile_measure\"\nFROM \"thresholds\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sex\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation for \"bmi\" by \"sex\", casting the TEXT-valued measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a2d73fe6a86383218c1a591d8f0cc1b40923b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:39.141471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:41.454355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:00.834625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..320c477f86a13b04c8744099f3314e335754243a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "percentile_measure": 38.94}, {"sex": "female", "percentile_measure": 38.665}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1438fd6ea4a4df4b10a7658e94e8af73ebbe4a73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_770ca6443dd756db +-- problem_id: v2p_m4_69ec637bd31ed143 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"thresholds" AS ( + SELECT + "sex", + "bmi_value", + "rn", + CASE + WHEN CAST(0.9 * "cnt" AS INTEGER) = 0.9 * "cnt" THEN CAST(0.9 * "cnt" AS INTEGER) + ELSE CAST(0.9 * "cnt" AS INTEGER) + 1 + END AS "target_rn" + FROM "ranked" +) +SELECT + "sex", + MIN("bmi_value") AS "percentile_measure" +FROM "thresholds" +WHERE "rn" >= "target_rn" +GROUP BY "sex" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be46c218ffc4bafdf52a7582f1431dd25c53e505 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"thresholds\" AS (\n SELECT\n \"sex\",\n \"bmi_value\",\n \"rn\",\n CASE\n WHEN CAST(0.9 * \"cnt\" AS INTEGER) = 0.9 * \"cnt\" THEN CAST(0.9 * \"cnt\" AS INTEGER)\n ELSE CAST(0.9 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sex\",\n MIN(\"bmi_value\") AS \"percentile_measure\"\nFROM \"thresholds\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sex\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"thresholds\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n CASE\\n WHEN CAST(0.9 * \\\"cnt\\\" AS INTEGER) = 0.9 * \\\"cnt\\\" THEN CAST(0.9 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"male\", \"percentile_measure\": 38.94}, {\"sex\": \"female\", \"percentile_measure\": 38.665}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6bc034270fb65a14214da3ebc71f886f1b24fc57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:32:38.948283+00:00", + "ended_at": "2026-05-04T08:33:01.766179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_770ca6443dd756db", + "problem_id": "v2p_m4_69ec637bd31ed143", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_770ca6443dd756db.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_770ca6443dd756db", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 749, + "total_tokens": 22389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 325, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22774.33, + "sql_execution_elapsed_ms_total": 12.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_770ca6443dd756db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d9f3d2f670d74470dac253e117e995d4ec889c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:01.744705+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22774.33, "started_at": "2026-05-04T08:32:38.951035+00:00", "ended_at": "2026-05-04T08:33:01.725502+00:00", "prompt_metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 1021, "bytes_utf8": 1021, "lines": 1, "estimated_tokens": 325}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 749}, "stderr_preview": "2026-05-04T08:32:39.141471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:41.454355Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation for \\\"bmi\\\" by \\\"sex\\\", casting the TEXT-valu"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4055415be00e5aedf6a36ce8e9cefc7dfd0df6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_770ca6443dd756db/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_770ca6443dd756db", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 749, + "total_tokens": 22389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 325, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22774.33, + "sql_execution_elapsed_ms_total": 12.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_770ca6443dd756db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7588d449c12ad05336adfd4512a94653eaaef69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1565}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21653, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16993fa1fab40ba1120e18f368a4c4cd79d3f431 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7781cfbd4b089bd8", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15347.53, + "sql_execution_elapsed_ms_total": 1.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7781cfbd4b089bd8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf8ef20b54178a97d941bf69989da5440b26ddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:01:17.544981+00:00", + "ended_at": "2026-05-04T08:01:32.892356+00:00", + "elapsed_ms": 15347.53, + "prompt_metrics": { + "chars": 5488, + "bytes_utf8": 5488, + "lines": 182, + "estimated_tokens": 1565 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 21653, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec04a47f6955171ecd0d4a71984f908b73d0fc1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3e658fc1b836bd43688ce961c9ec84d57202442 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-8ca6-7123-b008-f0ada780d853"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate_col bound to \\\"charges\\\". CAST(\\\"charges\\\" AS REAL) is needed because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21653,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10e87d78490d3c1f8f75007ac4672b66883d9ccc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"sex\" and predicate_col bound to \"charges\". CAST(\"charges\" AS REAL) is needed because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c06884edf6b1e8ea8e0d876864e2d30516519827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:21.323376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:23.634338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:32.188609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a64d062708fc74e21f3b484b485fa63f9e2225c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 394}, {"sex": "female", "support": 300}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0731145a85999081d14ba337ad8e6172b1f1ff86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_7781cfbd4b089bd8 +-- problem_id: v2p_m4_56f170c67a9c22fa +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca2b42178dfd559a14d00b48ff9409525ce2e637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 394}, {\"sex\": \"female\", \"support\": 300}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfa226f7cb9ea2c56085d81340f7a65fd0ef2f48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:01:17.542091+00:00", + "ended_at": "2026-05-04T08:01:32.928202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7781cfbd4b089bd8", + "problem_id": "v2p_m4_56f170c67a9c22fa", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7781cfbd4b089bd8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7781cfbd4b089bd8", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15347.53, + "sql_execution_elapsed_ms_total": 1.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7781cfbd4b089bd8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a37550fbd44b5e4b2e019c205b68b8c23c94718f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:32.915766+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15347.53, "started_at": "2026-05-04T08:01:17.544981+00:00", "ended_at": "2026-05-04T08:01:32.892356+00:00", "prompt_metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1565}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21653, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:01:21.323376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:23.634338Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 16577.7795\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate_col bound to \\\"charges\\\". CAST(\\\"charges\\\" AS REAL) is needed because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e03bc0a44efee8da43fe657b8567717c4e04802e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7781cfbd4b089bd8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7781cfbd4b089bd8", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15347.53, + "sql_execution_elapsed_ms_total": 1.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7781cfbd4b089bd8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f960a3d0568c6e6938ee381fea966afa04008fb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5542, "bytes_utf8": 5542, "lines": 183, "estimated_tokens": 1572}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21662, "cached_input_tokens": 19840, "output_tokens": 125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ecdf6331a226c7b24202436ca85289512e170cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7805e30e00300198", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11003.08, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7805e30e00300198\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0332174982fdc4daff01a95027ddf61942fa7d1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:59.212877+00:00", + "ended_at": "2026-05-04T08:12:10.215958+00:00", + "elapsed_ms": 11003.08, + "prompt_metrics": { + "chars": 5542, + "bytes_utf8": 5542, + "lines": 183, + "estimated_tokens": 1572 + }, + "stdout_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 462, + "bytes_utf8": 462, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 21662, + "cached_input_tokens": 19840, + "output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..839fa51ff03ff45dfe952252cb7bf03bd2d1f231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b450ddc5a480dcfe56f3a0cae88de96d0be700e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-49f6-7cd3-aa9b-e6cdb1f59c83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"children\\\" and condition_col bound to \\\"sex\\\", computing the rate of male records per children group. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21662,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45905e5f5fe3f872aacdc921c5189e2f16cc9df6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"children\" and condition_col bound to \"sex\", computing the rate of male records per children group. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28054ecb9e44c82731adf349e2e43d4bd4c53e66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:59.417684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:01.786106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:09.351930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f7cd19c617fb4d5b6177e23b9028a090936695b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=sex. +Result preview: [{"children": "4", "condition_rate": 0.5769230769230769}, {"children": "5", "condition_rate": 0.5714285714285714}, {"children": "1", "condition_rate": 0.5148809523809523}, {"children": "2", "condition_rate": 0.5080645161290323}, {"children": "3", "condition_rate": 0.5}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27796bce02593a0914533cbf751cb63c2cea691e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_7805e30e00300198 +-- problem_id: v2p_m4_033c2044ad3d0f94 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c46db3c5c2c5f6a54ce5640cd298ad27c81af957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"4\", \"condition_rate\": 0.5769230769230769}, {\"children\": \"5\", \"condition_rate\": 0.5714285714285714}, {\"children\": \"1\", \"condition_rate\": 0.5148809523809523}, {\"children\": \"2\", \"condition_rate\": 0.5080645161290323}, {\"children\": \"3\", \"condition_rate\": 0.5}, {\"children\": \"0\", \"condition_rate\": 0.4991568296795953}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03487ceddbc6cba1897455359b235a471ad7bf07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:11:59.209693+00:00", + "ended_at": "2026-05-04T08:12:10.243021+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7805e30e00300198", + "problem_id": "v2p_m4_033c2044ad3d0f94", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=sex.", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7805e30e00300198.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7805e30e00300198", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11003.08, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7805e30e00300198\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fd52673303b481649bb573454c5c9cf92c405b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7805e30e00300198/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:10.233216+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11003.08, "started_at": "2026-05-04T08:11:59.212877+00:00", "ended_at": "2026-05-04T08:12:10.215958+00:00", "prompt_metrics": {"chars": 5542, "bytes_utf8": 5542, "lines": 183, "estimated_tokens": 1572}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21662, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:11:59.417684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:01.786106Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5a81da07e39bb8ecff8865ca0e10ec699708a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-8914-7373-b4a3-3316698023ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21612,"cached_input_tokens":20864,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc1cb69e638cd575c60768ddf1a79bffc09bd89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"sex\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d131684ea15ac40298d7ee09618dcdb753c0e024 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:58.989795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:01.421729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:10.885834Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..403fb77149377a1c073ce64b2afbbecb4c86b28d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827}, {"sex": "male", "avg_measure": 38.74822190611664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11e1cd2bd4c682e887250319422d24218fa300ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_7a0b02c0931ee5a0 +-- problem_id: v2p_m4_f28cbd5a9481f70b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d77d8910c0975bcb79e71e1329b8346006f7a029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7db46fcab7b6cf027e8391fd17c2c64085650c51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:08:58.742284+00:00", + "ended_at": "2026-05-04T08:09:11.428372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7a0b02c0931ee5a0", + "problem_id": "v2p_m4_f28cbd5a9481f70b", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7a0b02c0931ee5a0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7a0b02c0931ee5a0", + "api_calls": 0, + "input_tokens": 21612, + "cached_input_tokens": 20864, + "output_tokens": 110, + "total_tokens": 21722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1522, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1615, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12631.47, + "sql_execution_elapsed_ms_total": 12.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7a0b02c0931ee5a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..851831d3b481fa56795d301c72241ebe707f556e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a0b02c0931ee5a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:11.401845+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12631.47, "started_at": "2026-05-04T08:08:58.744744+00:00", "ended_at": "2026-05-04T08:09:11.376571+00:00", "prompt_metrics": {"chars": 5369, "bytes_utf8": 5369, "lines": 180, "estimated_tokens": 1522}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21612, "cached_input_tokens": 20864, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:08:58.989795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:01.421729Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d6831d9c8e2c0f75cfce1fb1cefc74f891254a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-1eca-7241-bbc4-bcc1177fa345"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..665dce1b88621291fd09ceedf9dc2bb8bb590ec6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col bound to \"sex\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68818103806e604560ab9357c42c48d827d44035 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:26.207452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:28.609964Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:36.442048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a0b099b11550e91eb770895a75a75252b0fe588 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "total_measure": 43530.65}, {"sex": "female", "total_measure": 41573.49}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6798eda0a1936e233d5e010ca979128b3765a4e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_7a794d6f06bf7627 +-- problem_id: v2p_m4_44e793efa8d66acb +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ca5658aea308c17d772d1dff293fd55c79f82ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"sex\", \"total_measure\"], \"rows\": [{\"sex\": \"male\", \"total_measure\": 43530.65}, {\"sex\": \"female\", \"total_measure\": 41573.49}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c3ebb935a3ecbe842645b0ef173031b37bd8d2d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:07:26.016883+00:00", + "ended_at": "2026-05-04T08:07:37.362247+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7a794d6f06bf7627", + "problem_id": "v2p_m4_44e793efa8d66acb", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7a794d6f06bf7627.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7a794d6f06bf7627", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11315.17, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7a794d6f06bf7627\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aac38997fa5626934ae5bd0a94d497567d3c83c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7a794d6f06bf7627/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:37.350180+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11315.17, "started_at": "2026-05-04T08:07:26.018723+00:00", "ended_at": "2026-05-04T08:07:37.333968+00:00", "prompt_metrics": {"chars": 5285, "bytes_utf8": 5285, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:07:26.207452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:28.609964Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d4d5e03cd02c54201405ca1bf191e109b89448e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-5353-7e41-96ac-7df032fc737d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with group_col bound to \\\"sex\\\" and predicate on \\\"bmi\\\" >= 34.77. Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcfdc6d87013bc9fbfe1c9ad43e5dad92175ec1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with group_col bound to \"sex\" and predicate on \"bmi\" >= 34.77. Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..482b8eb20f19c2805e5804df463f64ece9f7ec8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:06.435465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:08.803720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:16.812136Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d037776b73ef01b950195dbeed6c3db3531cb36a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 368}, {"sex": "female", "support": 330}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..862aa31c2acd7ef6030eeb3d18b78156f42fe7fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_7b0011108fd58878 +-- problem_id: v2p_m4_b95d93835e3c8746 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d525019c4196f0c48a27334076d70824a4f89c87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 368}, {\"sex\": \"female\", \"support\": 330}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..056a95934866fdb71c666fa0da490b5c249dc783 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:01:06.267578+00:00", + "ended_at": "2026-05-04T08:01:17.539215+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7b0011108fd58878", + "problem_id": "v2p_m4_b95d93835e3c8746", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7b0011108fd58878.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7b0011108fd58878", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 21773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11243.2, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7b0011108fd58878\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f6fab046d8de37eed63fa015f130e68708e3fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:17.530598+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11243.2, "started_at": "2026-05-04T08:01:06.269926+00:00", "ended_at": "2026-05-04T08:01:17.513474+00:00", "prompt_metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21650, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:01:06.435465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:08.803720Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with group_col bound to \\\"sex\\\" and predicate on \\\"bmi\\\" >= 34.77. Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..199c4f2b9f5fd77e0cbe41d2f67da861e42eb569 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b0011108fd58878/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7b0011108fd58878", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 21773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11243.2, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7b0011108fd58878\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5550f8489261cb28bb767e4f10dd28ff171ab29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5601, "bytes_utf8": 5601, "lines": 183, "estimated_tokens": 1617}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6cb4388df5a625e2e13c03897da9666bbd63db86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7b9118fc9491338b", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21852, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15871.92, + "sql_execution_elapsed_ms_total": 3.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7b9118fc9491338b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71aabad9206cad952c08bea78a1b476d6f9fc12d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:21.305752+00:00", + "ended_at": "2026-05-04T08:18:37.177914+00:00", + "elapsed_ms": 15871.92, + "prompt_metrics": { + "chars": 5601, + "bytes_utf8": 5601, + "lines": 183, + "estimated_tokens": 1617 + }, + "stdout_metrics": { + "chars": 809, + "bytes_utf8": 809, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 480, + "bytes_utf8": 480, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8cdb4b991eda6e81edd2b4fb930ebe59258f38b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a8cfe8096cb285ff4ee438be2e672fd7c985ee7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-2b74-7482-aff7-9899c808d5c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=children, group_col_2=smoker, and target_col=charges. CAST(\\\"charges\\\" AS REAL) is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f56c107bf9095172daa77ba79d73c54907cce356 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=children, group_col_2=smoker, and target_col=charges. CAST(\"charges\" AS REAL) is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6828a1f9c92a4e0d5c78f24d43b147083fa2b6f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:24.866610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:27.206995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:36.211785Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1964c02e3bebae32b35640a9f9e8bc122e1e8e23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=smoker, target_col=charges. +Result preview: [{"children": "0", "smoker": "no", "target_rate": 0.004201680672268907}, {"children": "0", "smoker": "yes", "target_rate": 0.0}, {"children": "1", "smoker": "no", "target_rate": 0.0}, {"children": "1", "smoker": "yes", "target_rate": 0.0}, {"children": "2", "smoker": "no", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c470b2b1b23bf4e2c3d84acf0caa0c8498ccb1ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_7b9118fc9491338b +-- problem_id: v2p_m4_94506f79c7432b86 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..932e540d52529ff3fa5bab82ebb56d0581bba81a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"smoker\", \"target_rate\"], \"rows\": [{\"children\": \"0\", \"smoker\": \"no\", \"target_rate\": 0.004201680672268907}, {\"children\": \"0\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dbbb06cd318a238cef8fd945c6ff2a853a13629a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:18:21.303809+00:00", + "ended_at": "2026-05-04T08:18:37.206312+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7b9118fc9491338b", + "problem_id": "v2p_m4_94506f79c7432b86", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7b9118fc9491338b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7b9118fc9491338b", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21852, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15871.92, + "sql_execution_elapsed_ms_total": 3.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7b9118fc9491338b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..370378577cb244c37cb5442da3c480cab693939a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7b9118fc9491338b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:37.194205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15871.92, "started_at": "2026-05-04T08:18:21.305752+00:00", "ended_at": "2026-05-04T08:18:37.177914+00:00", "prompt_metrics": {"chars": 5601, "bytes_utf8": 5601, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:18:24.866610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:27.206995Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "bmi", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81a9d298f7ef2117c402c590a0bb9e62ff3cd183 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-f514-74e0-ba2f-417b75433a9c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"bmi\\\" and measure_threshold fixed at 34.77. Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21591,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62babaf3dc756ba86742b2a8f1c9b48e261d2d4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"bmi\" and measure_threshold fixed at 34.77. Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19436720daca6333c4a52484fef719b2c8333010 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:39.477603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:41.847765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:49.053625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ed569a7cea03b246964429497baaccc9761b93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi. +Result preview: [{"empirical_cdf_at_threshold": 0.7503607503607503}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd536623e5df8d455d3f7998732158eb13f2bc71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_7bb9b72e4c2bf8c5 +-- problem_id: v2p_m4_ac08cff48c9a6a9e +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..719265524f762059a033a8fc75f7deb9e1f18180 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7503607503607503}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b36d67bd37dfb11cca99521137cc814068c5082c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:35:39.258007+00:00", + "ended_at": "2026-05-04T08:35:50.062866+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7bb9b72e4c2bf8c5", + "problem_id": "v2p_m4_ac08cff48c9a6a9e", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_7bb9b72e4c2bf8c5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7bb9b72e4c2bf8c5", + "api_calls": 0, + "input_tokens": 21591, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21716, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1503, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10749.54, + "sql_execution_elapsed_ms_total": 2.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_7bb9b72e4c2bf8c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42eb7e1777eba7c00a6d74a789871946d81f8c7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_7bb9b72e4c2bf8c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:50.047991+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10749.54, "started_at": "2026-05-04T08:35:39.261737+00:00", "ended_at": "2026-05-04T08:35:50.009385+00:00", "prompt_metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1503}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21591, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:35:39.477603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:41.847765Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4426ae130d785285a7f078085d06e010f88d6951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-638f-71a3-8ad1-7b0394d23aca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..607d49388e69520e769be3701b39a9c7bd7bb938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"smoker\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd1c7b765e1356d693df1c8920e56ddec7eeebd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:32.736649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:35.389966Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:48.263180Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a42e869eccd407b682c8c44823597227f23b3c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058}, {"smoker": "yes", "avg_measure": 38.46099290780142}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7e0fdd57106fb4df2970c5eb5e80fef364e4550 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_80e36fe7d9a4c61c +-- problem_id: v2p_m4_80badedbfb931362 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3980d70c8018113a5684c1269ff59035a9dd7e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7488259c44c7acf4c4309dd78fa55ae1a90926e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:05:32.543174+00:00", + "ended_at": "2026-05-04T08:05:49.219351+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_80e36fe7d9a4c61c", + "problem_id": "v2p_m4_80badedbfb931362", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_80e36fe7d9a4c61c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_80e36fe7d9a4c61c", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16646.05, + "sql_execution_elapsed_ms_total": 1.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_80e36fe7d9a4c61c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11fc4027443bc67d903212a2236e8f61623b36e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_80e36fe7d9a4c61c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:05:49.208373+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16646.05, "started_at": "2026-05-04T08:05:32.545391+00:00", "ended_at": "2026-05-04T08:05:49.190999+00:00", "prompt_metrics": {"chars": 5299, "bytes_utf8": 5299, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:05:32.736649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:35.389966Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d84d1158b63ff7fb53617c308555bee6dfda81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-5bc5-73c3-bc28-59a761c49a41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY CAST(\\\"age\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"rn\\\") AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile approximation per \\\"sex\\\" over numeric \\\"age\\\" values cast from TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":392}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45b05d3b37557a4b2714139a501817069d8b983e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"sex\",\n \"age_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"rn\") AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n \"sex\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile approximation per \"sex\" over numeric \"age\" values cast from TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d3f815808bb19bd80edc7781a00e00887911eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:27.010736Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:29.575771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:44.049341Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7d9345ec84b43af4f734e604e313e4978aab00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "percentile_measure": 62.0}, {"sex": "male", "percentile_measure": 61.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95ac94e83e09070f252752a2065c9d9445b78c2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_85b89d2cf01456ec +-- problem_id: v2p_m4_fd3fc84f5b87ffbb +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "m4" +), +"percentile_rows" AS ( + SELECT + "sex", + "age_value" AS "percentile_measure", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "rn") AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INT) +) +SELECT + "sex", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22fc5203b0e3619ed0f11434c7acee9e46099316 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"sex\",\n \"age_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"rn\") AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n \"sex\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY CAST(\\\"age\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"rn\\\") AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"female\", \"percentile_measure\": 62.0}, {\"sex\": \"male\", \"percentile_measure\": 61.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e48a98824981e2bfc51c7a7e81902167c93a1eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:28:26.816274+00:00", + "ended_at": "2026-05-04T08:28:44.975269+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_85b89d2cf01456ec", + "problem_id": "v2p_m4_fd3fc84f5b87ffbb", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_85b89d2cf01456ec.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_85b89d2cf01456ec", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 392, + "total_tokens": 22031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 260, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18113.07, + "sql_execution_elapsed_ms_total": 11.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_85b89d2cf01456ec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e9518f23d85fd376e332b7ea2372804e6976123 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:44.951506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18113.07, "started_at": "2026-05-04T08:28:26.819678+00:00", "ended_at": "2026-05-04T08:28:44.932020+00:00", "prompt_metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 869, "bytes_utf8": 869, "lines": 1, "estimated_tokens": 260}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 392}, "stderr_preview": "2026-05-04T08:28:27.010736Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:29.575771Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile approximation per \\\"sex\\\" over numeric \\\"age\\\" values cast from TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcc9758bd619acdbe180d7ef0de4e041e4e5e91f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_85b89d2cf01456ec/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_85b89d2cf01456ec", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 392, + "total_tokens": 22031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 260, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18113.07, + "sql_execution_elapsed_ms_total": 11.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_85b89d2cf01456ec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f526e5c6eed0a3fb83197196ba8e793b0f84fb3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5483, "bytes_utf8": 5483, "lines": 182, "estimated_tokens": 1560}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21648, "cached_input_tokens": 19840, "output_tokens": 110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3c1fcae3ed7009a791fbe860a686cbd277e2614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8676b669269f41d0", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 21758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21090.59, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_8676b669269f41d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5225d599065ab24c40ad52c0c645480ad20e9a3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:21.986291+00:00", + "ended_at": "2026-05-04T07:59:43.077299+00:00", + "elapsed_ms": 21090.59, + "prompt_metrics": { + "chars": 5483, + "bytes_utf8": 5483, + "lines": 182, + "estimated_tokens": 1560 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 21648, + "cached_input_tokens": 19840, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c410786220bac67e983605f89bfdc095ec7bba0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "southeast", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..579f0211172fa4d6ec950289df1a8d53634d223d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-bbf3-7322-9522-8c4d1d213d09"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'southeast'\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate region = 'southeast'. Identifier quoting follows SQLite requirements.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21648,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8db8323bd2aa5f1bd8b7af22be37685ef7c9a013 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'southeast'\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"sex\" and predicate region = 'southeast'. Identifier quoting follows SQLite requirements."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf3544ff756e20c0038bb2c90d81dda3b23381c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:22.198919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:24.702085Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:42.298576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1d638b3bb05ddafc4a3c6ca9c71b42dc645ac1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 402}, {"sex": "female", "support": 364}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bd17de4d5063575c9e76e9393846ae9b565abfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_8676b669269f41d0 +-- problem_id: v2p_m4_c2c5c15fca20ceaf +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'southeast' +GROUP BY "sex" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..907b92e1a568bbeeffa23d82659f38978d031dbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'southeast'\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'southeast'\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 402}, {\"sex\": \"female\", \"support\": 364}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2813047542b143bd19dd47e3aac58c486edb4561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:59:21.984647+00:00", + "ended_at": "2026-05-04T07:59:43.101666+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8676b669269f41d0", + "problem_id": "v2p_m4_c2c5c15fca20ceaf", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "southeast", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_8676b669269f41d0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8676b669269f41d0", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 21758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21090.59, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_8676b669269f41d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a56bacdd4bfdd698c360d3d44fab9c9b1110d64d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8676b669269f41d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:43.093687+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21090.59, "started_at": "2026-05-04T07:59:21.986291+00:00", "ended_at": "2026-05-04T07:59:43.077299+00:00", "prompt_metrics": {"chars": 5483, "bytes_utf8": 5483, "lines": 182, "estimated_tokens": 1560}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21648, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:59:22.198919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:24.702085Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3317583082df7f34850b4c2be5e135a635b9d51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_87241b76085877ca\n-- problem_id: v2p_m4_b758f9d57f3d37e0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"bmi\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m4\"\nGROUP BY \"bmi\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_87241b76085877ca\\n-- problem_id: v2p_m4_b758f9d57f3d37e0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"bmi\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"bmi\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"bmi\", \"support\", \"avg_response\"], \"rows\": [{\"bmi\": \"32.3\", \"support\": 26, \"avg_response\": 50.23076923076923}, {\"bmi\": \"28.31\", \"support\": 18, \"avg_response\": 38.333333333333336}, {\"bmi\": \"30.495\", \"support\": 16, \"avg_response\": 44.75}, {\"bmi\": \"30.8\", \"support\": 16, \"avg_response\": 44.625}, {\"bmi\": \"31.35\", \"support\": 16, \"avg_response\": 40.375}, {\"bmi\": \"30.875\", \"support\": 16, \"avg_response\": 39.0}, {\"bmi\": \"34.1\", \"support\": 16, \"avg_response\": 37.125}, {\"bmi\": \"28.88\", \"support\": 16, \"avg_response\": 36.5}, {\"bmi\": \"25.8\", \"support\": 16, \"avg_response\": 36.375}, {\"bmi\": \"33.33\", \"support\": 16, \"avg_response\": 33.875}, {\"bmi\": \"24.32\", \"support\": 14, \"avg_response\": 48.142857142857146}, {\"bmi\": \"27.5\", \"support\": 14, \"avg_response\": 46.857142857142854}, {\"bmi\": \"32.775\", \"support\": 14, \"avg_response\": 46.714285714285715}, {\"bmi\": \"38.06\", \"support\": 14, \"avg_response\": 46.142857142857146}, {\"bmi\": \"25.46\", \"support\": 14, \"avg_response\": 43.857142857142854}, {\"bmi\": \"27.645\", \"support\": 14, \"avg_response\": 43.714285714285715}, {\"bmi\": \"35.2\", \"support\": 14, \"avg_response\": 40.857142857142854}, {\"bmi\": \"33.63\", \"support\": 14, \"avg_response\": 39.42857142857143}, {\"bmi\": \"32.11\", \"support\": 14, \"avg_response\": 38.142857142857146}, {\"bmi\": \"27.36\", \"support\": 14, \"avg_response\": 36.42857142857143}, {\"bmi\": \"34.8\", \"support\": 14, \"avg_response\": 33.857142857142854}, {\"bmi\": \"30.59\", \"support\": 14, \"avg_response\": 24.285714285714285}, {\"bmi\": \"26.41\", \"support\": 12, \"avg_response\": 47.333333333333336}, {\"bmi\": \"30.78\", \"support\": 12, \"avg_response\": 46.5}, {\"bmi\": \"26.6\", \"support\": 12, \"avg_response\": 45.333333333333336}, {\"bmi\": \"29.83\", \"support\": 12, \"avg_response\": 45.166666666666664}, {\"bmi\": \"27.74\", \"support\": 12, \"avg_response\": 44.666666666666664}, {\"bmi\": \"28.595\", \"support\": 12, \"avg_response\": 44.333333333333336}, {\"bmi\": \"30.2\", \"support\": 12, \"avg_response\": 43.333333333333336}, {\"bmi\": \"37.1\", \"support\": 12, \"avg_response\": 41.666666666666664}, {\"bmi\": \"29.92\", \"support\": 12, \"avg_response\": 41.166666666666664}, {\"bmi\": \"34.2\", \"support\": 12, \"avg_response\": 38.5}, {\"bmi\": \"19.95\", \"support\": 12, \"avg_response\": 38.333333333333336}, {\"bmi\": \"35.3\", \"support\": 12, \"avg_response\": 38.166666666666664}, {\"bmi\": \"30.115\", \"support\": 12, \"avg_response\": 35.5}, {\"bmi\": \"31.73\", \"support\": 12, \"avg_response\": 34.333333333333336}, {\"bmi\": \"42.13\", \"support\": 12, \"avg_response\": 32.5}, {\"bmi\": \"33\", \"support\": 12, \"avg_response\": 31.833333333333332}, {\"bmi\": \"25.175\", \"support\": 12, \"avg_response\": 31.5}, {\"bmi\": \"35.53\", \"support\": 12, \"avg_response\": 29.666666666666668}, {\"bmi\": \"23.21\", \"support\": 12, \"avg_response\": 26.5}, {\"bmi\": \"26.03\", \"support\": 12, \"avg_response\": 26.333333333333332}, {\"bmi\": \"31.825\", \"support\": 10, \"avg_response\": 49.6}, {\"bmi\": \"26.695\", \"support\": 10, \"avg_response\": 47.0}, {\"bmi\": \"25.3\", \"support\": 10, \"avg_response\": 46.8}, {\"bmi\": \"28.7\", \"support\": 10, \"avg_response\": 46.0}, {\"bmi\": \"28.215\", \"support\": 10, \"avg_response\": 45.6}, {\"bmi\": \"25.08\", \"support\": 10, \"avg_response\": 45.0}, {\"bmi\": \"29.7\", \"support\": 10, \"avg_response\": 44.6}, {\"bmi\": \"35.815\", \"support\": 10, \"avg_response\": 44.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84a9e39bc6214925fda97205881050a343895dc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.202909+00:00", + "ended_at": "2026-05-04T08:37:47.209453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_87241b76085877ca", + "problem_id": "v2p_m4_b758f9d57f3d37e0", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=bmi.", + "bindings": { + "key_col": "bmi", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_87241b76085877ca.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_87241b76085877ca/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba9a319e9fec9f3d88b291b650fff6096759a920 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5384, "bytes_utf8": 5384, "lines": 180, "estimated_tokens": 1521}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21611, "cached_input_tokens": 19840, "output_tokens": 146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..794b5732c0d1754550d58392952abfc770f61223 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_889219b4f94a7d24", + "api_calls": 0, + "input_tokens": 21611, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1521, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1615, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12134.43, + "sql_execution_elapsed_ms_total": 7.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_889219b4f94a7d24\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cba8c801568a24451416156b1e9cddc8043b754c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:47.320933+00:00", + "ended_at": "2026-05-04T08:10:59.456106+00:00", + "elapsed_ms": 12134.43, + "prompt_metrics": { + "chars": 5384, + "bytes_utf8": 5384, + "lines": 180, + "estimated_tokens": 1521 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 21611, + "cached_input_tokens": 19840, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b82cef2bc5cc9e6c9678881184d4f85d2412298 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1e9c199c9799431ff6ef0ab9ecf60494c231974 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-312b-7a50-9818-d9a4b0c15306"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col and measure_col both bound to \\\"children\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21611,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fa2aec03d02c3877564eb216d917b3989b739c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col and measure_col both bound to \"children\". CAST to REAL is needed because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e33dab704991a76637217909008fc60c8afb257 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:47.533019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:49.870831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:58.612130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a15deca70280693591cbac5950477086ce59fc97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "avg_measure": 5.0}, {"children": "4", "avg_measure": 4.0}, {"children": "3", "avg_measure": 3.0}, {"children": "2", "avg_measure": 2.0}, {"children": "1", "avg_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b2f1b3f894cc2bc40ccbf115deab234abd0cd24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_889219b4f94a7d24 +-- problem_id: v2p_m4_f6ed488698a20c04 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "children", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "children") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b48311907b3dbc10a249578ddafbcaed17c9499a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"5\", \"avg_measure\": 5.0}, {\"children\": \"4\", \"avg_measure\": 4.0}, {\"children\": \"3\", \"avg_measure\": 3.0}, {\"children\": \"2\", \"avg_measure\": 2.0}, {\"children\": \"1\", \"avg_measure\": 1.0}, {\"children\": \"0\", \"avg_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87a79f8e318eeced0716bbfacf09e9adf4b3d248 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:10:47.318405+00:00", + "ended_at": "2026-05-04T08:10:59.486823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_889219b4f94a7d24", + "problem_id": "v2p_m4_f6ed488698a20c04", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_889219b4f94a7d24.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_889219b4f94a7d24", + "api_calls": 0, + "input_tokens": 21611, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1521, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1615, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12134.43, + "sql_execution_elapsed_ms_total": 7.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_889219b4f94a7d24\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18962f4ad78ef9cf2f28adbc59868a079279e381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_889219b4f94a7d24/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:59.472414+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12134.43, "started_at": "2026-05-04T08:10:47.320933+00:00", "ended_at": "2026-05-04T08:10:59.456106+00:00", "prompt_metrics": {"chars": 5384, "bytes_utf8": 5384, "lines": 180, "estimated_tokens": 1521}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21611, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:10:47.533019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:49.870831Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=region.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "smoker", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d540f6f2a4c0fc52a109b867dff065a0513d022e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-bb68-7ef1-9ab6-c25cf2243e48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"smoker\\\" and condition_col=\\\"region\\\", using positive_value='southeast' and negative_value='southwest'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21817,"cached_input_tokens":20864,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..297575151d163ed8cacd75a0ce6e6e73b51f5595 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with group_col=\"smoker\" and condition_col=\"region\", using positive_value='southeast' and negative_value='southwest'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39839f812609454cd39213c4a1aa93aad82db95c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:45.061919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:47.406113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:58.840783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d09043fa00e54311908832df671524cf1f82075 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=region. +Result preview: [{"smoker": "yes", "condition_ratio": 1.6271186440677967}, {"smoker": "no", "condition_ratio": 1.0141342756183747}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7aab6a96089982951cc5e7df3e33a84e0f42b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_89218b297ec96293 +-- problem_id: v2p_m4_1f1399af7cd13429 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01a821fb627df6779e9c372fb31a58426a120a35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"smoker\", \"condition_ratio\"], \"rows\": [{\"smoker\": \"yes\", \"condition_ratio\": 1.6271186440677967}, {\"smoker\": \"no\", \"condition_ratio\": 1.0141342756183747}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6fdccc7906c49edd42003930a359ea381fb8cb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:15:44.869623+00:00", + "ended_at": "2026-05-04T08:15:59.850292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_89218b297ec96293", + "problem_id": "v2p_m4_1f1399af7cd13429", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=region.", + "bindings": { + "group_col": "smoker", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_89218b297ec96293.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_89218b297ec96293", + "api_calls": 0, + "input_tokens": 21817, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1727, + "estimated_output_tokens": 183, + "estimated_total_tokens": 1910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14951.72, + "sql_execution_elapsed_ms_total": 2.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_89218b297ec96293\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bfccfbf3d2db3e82dccf530d340e71697031099 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_89218b297ec96293/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:59.840182+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14951.72, "started_at": "2026-05-04T08:15:44.871308+00:00", "ended_at": "2026-05-04T08:15:59.822083+00:00", "prompt_metrics": {"chars": 6125, "bytes_utf8": 6125, "lines": 183, "estimated_tokens": 1727}, "response_metrics": {"chars": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": 183}, "usage": {"input_tokens": 21817, "cached_input_tokens": 20864, "output_tokens": 199}, "stderr_preview": "2026-05-04T08:15:45.061919Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:47.406113Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..872331d06e15f0b92ea9f2957e91234f98cc0a8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-9653-7051-81db-a6b772a13ed1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21615,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7f0d8713f982e27c9cc33833b92f7eafa5e1f31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"smoker\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbe17fdb6dbfdf46c3e27ae17f79730b64eab2a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:13.429936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:15.901636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:24.717806Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4673dd30cde56af1f8ffd453f24f0f0dcfae3768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058}, {"smoker": "yes", "avg_measure": 38.46099290780142}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..06f69760cdaa614bf955ea746b68979dad7d7336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_8a500ca4743a5111 +-- problem_id: v2p_m4_391e617ca6a0ca58 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84a7d1c67627bc40be8a693fa43c4a5fe6094a4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c6ef28ce971f17491573bb73253ead2d2d75bd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:11:13.221042+00:00", + "ended_at": "2026-05-04T08:11:25.459988+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8a500ca4743a5111", + "problem_id": "v2p_m4_391e617ca6a0ca58", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_8a500ca4743a5111.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8a500ca4743a5111", + "api_calls": 0, + "input_tokens": 21615, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1525, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1625, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12203.11, + "sql_execution_elapsed_ms_total": 7.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_8a500ca4743a5111\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dbb947145fbdeab5abfc409546dcec3a5f71790 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8a500ca4743a5111/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:25.443429+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12203.11, "started_at": "2026-05-04T08:11:13.223732+00:00", "ended_at": "2026-05-04T08:11:25.425146+00:00", "prompt_metrics": {"chars": 5376, "bytes_utf8": 5376, "lines": 180, "estimated_tokens": 1525}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21615, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:11:13.429936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:15.901636Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5e194199b8062e30754eb700eef94b96e4ce59d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-1e7d-7881-a74f-e194d6c1656a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"smoker\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57d07eb317db96dd7c8cf2661000641a1308a44b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"smoker\", group_col_2=\"region\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9bc4859d0f22e5d990930c6901747b21672525f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:27.038937Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:29.433566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:36.972043Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd29991e5ba048b8b34ab25f443ec58fd730a5ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=smoker, group_col_2=region, target_col=charges. +Result preview: [{"smoker": "no", "region": "southwest", "target_rate": 0.007067137809187279}, {"smoker": "no", "region": "northeast", "target_rate": 0.0}, {"smoker": "no", "region": "northwest", "target_rate": 0.0}, {"smoker": "no", "region": "southeast", "target_rate": 0.0}, {"smoker": "yes", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a3e150ff38788083176cc173116b604d941ed37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_8aae0b20b922a735 +-- problem_id: v2p_m4_1d2a811f398886ab +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a10a731cc4f8552eeb2b855946a131f02917ea7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"smoker\", \"region\", \"target_rate\"], \"rows\": [{\"smoker\": \"no\", \"region\": \"southwest\", \"target_rate\": 0.007067137809187279}, {\"smoker\": \"no\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b783ea7732f18aba1425044de4c21a282b58c710 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:19:26.847398+00:00", + "ended_at": "2026-05-04T08:19:37.938362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8aae0b20b922a735", + "problem_id": "v2p_m4_1d2a811f398886ab", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_8aae0b20b922a735.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8aae0b20b922a735", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 21849, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1743, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11061.28, + "sql_execution_elapsed_ms_total": 3.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_8aae0b20b922a735\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5491bd0e96b78521e00594b3cf7c146abcb61392 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8aae0b20b922a735/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:37.927797+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11061.28, "started_at": "2026-05-04T08:19:26.849396+00:00", "ended_at": "2026-05-04T08:19:37.911000+00:00", "prompt_metrics": {"chars": 5602, "bytes_utf8": 5602, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21707, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:19:27.038937Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:29.433566Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02bb9761c5508e9d2ecfe6a7a47c7106a7a57752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-38a4-74e1-aa64-d501d1a7c51f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"children\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c0484a12513ccdf5f3bf63d37ee92b2f753ab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"children\" and measure_col bound to \"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b12d3ee070d516cf42d4582633a387f33d42443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:10.689150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:13.014476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:21.678985Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f643dcfadc76a810dfcf6cda75e98deda04621c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "avg_measure": 31.314615384615383}, {"children": "2", "avg_measure": 31.035806451612903}, {"children": "1", "avg_measure": 30.705744047619046}, {"children": "0", "avg_measure": 30.628507588532887}, {"children": "3", "avg_measure": 30.580000000000002}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca06ff1002c0b0e6afd95e590a31b412204b1edf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_8adc0078fb69d527 +-- problem_id: v2p_m4_a1316a821d2a8d4d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2790e0281670083bfad6b090f54744935c932df0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"avg_measure\": 31.314615384615383}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046}, {\"children\": \"0\", \"avg_measure\": 30.628507588532887}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1558b198b8fa267ac24e75fb237bfbffbc5928d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:03:10.500411+00:00", + "ended_at": "2026-05-04T08:03:22.292528+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8adc0078fb69d527", + "problem_id": "v2p_m4_a1316a821d2a8d4d", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_8adc0078fb69d527.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8adc0078fb69d527", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21716, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1610, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11760.27, + "sql_execution_elapsed_ms_total": 2.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_8adc0078fb69d527\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..680aa9061de976df000c5be93848da15663edad8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8adc0078fb69d527/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:22.281019+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11760.27, "started_at": "2026-05-04T08:03:10.503967+00:00", "ended_at": "2026-05-04T08:03:22.264226+00:00", "prompt_metrics": {"chars": 5302, "bytes_utf8": 5302, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:03:10.689150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:13.014476Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..447664e17c529b5ead985cb80b29311b9a2b5f36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-da9b-7fb1-9dd3-b16d983ba9e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Casted \\\"children\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0934a1af4a162eca5e6d19cbaf484423c4aaaf35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col=\"children\" and measure_col=\"children\". Casted \"children\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c362e128d98595dd4b16263142afcbfeebaac6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:57.669263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:00.196285Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:09.177250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bcc86a0c1f38ac4faf6da762955a159a8436fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "avg_measure": 5.0}, {"children": "4", "avg_measure": 4.0}, {"children": "3", "avg_measure": 3.0}, {"children": "2", "avg_measure": 2.0}, {"children": "1", "avg_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3d44d9cc2d37509032659c6898b0fedb94f784a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_8e6146820421a351 +-- problem_id: v2p_m4_5f92b5cc72f41c2f +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..891f19084063319c7e6548a82052d40737a31325 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"5\", \"avg_measure\": 5.0}, {\"children\": \"4\", \"avg_measure\": 4.0}, {\"children\": \"3\", \"avg_measure\": 3.0}, {\"children\": \"2\", \"avg_measure\": 2.0}, {\"children\": \"1\", \"avg_measure\": 1.0}, {\"children\": \"0\", \"avg_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4cfa99594556d114121fa669ab9f2bd775c3cdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:04:57.505735+00:00", + "ended_at": "2026-05-04T08:05:10.328416+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8e6146820421a351", + "problem_id": "v2p_m4_5f92b5cc72f41c2f", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_8e6146820421a351.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8e6146820421a351", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 156, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 85, + "estimated_total_tokens": 1596, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12793.73, + "sql_execution_elapsed_ms_total": 1.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_8e6146820421a351\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9df228ade445d2b938efc6ec09f1e56af580b39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_8e6146820421a351/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:05:10.319809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12793.73, "started_at": "2026-05-04T08:04:57.507379+00:00", "ended_at": "2026-05-04T08:05:10.299999+00:00", "prompt_metrics": {"chars": 5310, "bytes_utf8": 5310, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": 85}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 156}, "stderr_preview": "2026-05-04T08:04:57.669263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:00.196285Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe21adf20cd4a6fae5c7b62ddbcd2f693f4e46a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-f07e-76d3-87e1-9cdf1cc5407d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to NUMERIC for SQLite-safe aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c60c89380f9097b056729ea1a428c4be2fa10446 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"age\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col bound to \"smoker\" and measure_col bound to \"age\". Cast \"age\" from TEXT to NUMERIC for SQLite-safe aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4440aac1bec7eac359ba1f3cb7bb606fcf9f54fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:19.902802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:22.401058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:30.809323Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..836aa51d7fec090926ffbc74e3a1f97b7f50bc3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "total_measure": 86720}, {"smoker": "yes", "total_measure": 21692}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..588abf2129582407fb17b19a59bcd9c8aeff37bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_9195764558656a66 +-- problem_id: v2p_m4_72db7c7dcef812a8 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("age" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05a8ab6f3d4b391fbdb7f493df569c8f4227a86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"age\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"smoker\", \"total_measure\"], \"rows\": [{\"smoker\": \"no\", \"total_measure\": 86720}, {\"smoker\": \"yes\", \"total_measure\": 21692}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1790872aebb0128aaf2dee6d9253f4e94d17807b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:08:19.720180+00:00", + "ended_at": "2026-05-04T08:08:31.740965+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9195764558656a66", + "problem_id": "v2p_m4_72db7c7dcef812a8", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_9195764558656a66.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9195764558656a66", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11988.41, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_9195764558656a66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47f96362dc5116075ef6c1a6729a88ec98a1329a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9195764558656a66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:31.728719+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11988.41, "started_at": "2026-05-04T08:08:19.721785+00:00", "ended_at": "2026-05-04T08:08:31.710032+00:00", "prompt_metrics": {"chars": 5290, "bytes_utf8": 5290, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21603, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:08:19.902802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:22.401058Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f81a73bb104b5b750509d9556a92bce549c6aa97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_point\" AS (\n SELECT\n \"region\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba830c09d9d43399838e66af3d7921e168248900 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-24fc-7bf2-b6c7-507ba2026050"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY CAST(\\\"age\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped 95th-percentile point via ROW_NUMBER over \\\"region\\\" and CEIL(0.95 * group_count). \\\"age\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":19840,"output_tokens":333}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f34d9c77fc27713d0fe70d4d25fb954258e417ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_point\" AS (\n SELECT\n \"region\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped 95th-percentile point via ROW_NUMBER over \"region\" and CEIL(0.95 * group_count). \"age\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a89f28ab779fb69f44f2f9f0e44849209b88081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-5f08-76b3-967f-617affe53844"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a CASE adjustment.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21855,"cached_input_tokens":20864,"output_tokens":477}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..012b310744ea5fb4265ab4f539e033f18dec9546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_point\" AS (\n SELECT\n \"region\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a CASE adjustment."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce31b571e6eda0e7a2b814af50d1ced5a4de185b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:29.626612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:31.972685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:43.438617Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a4128fa9937c162ddf1398f3c5eab222fa182bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:44.462788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:46.918294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:01.405519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdefc7db709008b45ebd243775529c5e9d045f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "northwest", "percentile_measure": 62.0}, {"region": "southeast", "percentile_measure": 62.0}, {"region": "northeast", "percentile_measure": 61.0}, {"region": "southwest", "percentile_measure": 61.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bca206b25979e44c9b50fe1a594072ca544e7489 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_9384babb326bce02 +-- problem_id: v2p_m4_c1076be79677dd23 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" +), +"percentile_point" AS ( + SELECT + "region", + "age_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "region", + "age_value" AS "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee009e30bc97093ae049f7e5006eaf368c735434 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_point\" AS (\n SELECT\n \"region\",\n \"age_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"age_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"northwest\", \"percentile_measure\": 62.0}, {\"region\": \"southeast\", \"percentile_measure\": 62.0}, {\"region\": \"northeast\", \"percentile_measure\": 61.0}, {\"region\": \"southwest\", \"percentile_measure\": 61.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a8ca843f24f74811a1318f5ff6cf6b9bef70e45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:31:29.359325+00:00", + "ended_at": "2026-05-04T08:32:02.246054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9384babb326bce02", + "problem_id": "v2p_m4_c1076be79677dd23", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_9384babb326bce02.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9384babb326bce02", + "api_calls": 0, + "input_tokens": 43494, + "cached_input_tokens": 40704, + "output_tokens": 810, + "total_tokens": 44304, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3314, + "estimated_output_tokens": 500, + "estimated_total_tokens": 3814, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32824.28, + "sql_execution_elapsed_ms_total": 10.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_9384babb326bce02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32ea10cc2b53fcef27a4013da095e5b913276f32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:31:44.235733+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14855.62, "started_at": "2026-05-04T08:31:29.361514+00:00", "ended_at": "2026-05-04T08:31:44.217199+00:00", "prompt_metrics": {"chars": 5471, "bytes_utf8": 5471, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 789, "bytes_utf8": 789, "lines": 1, "estimated_tokens": 236}, "usage": {"input_tokens": 21639, "cached_input_tokens": 19840, "output_tokens": 333}, "stderr_preview": "2026-05-04T08:31:29.626612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:31.972685Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a CASE adjustment.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf0904399e4e039d823d9e37cc7fbf00e02d07b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9384babb326bce02/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9384babb326bce02", + "api_calls": 0, + "input_tokens": 43494, + "cached_input_tokens": 40704, + "output_tokens": 810, + "total_tokens": 44304, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3314, + "estimated_output_tokens": 500, + "estimated_total_tokens": 3814, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32824.28, + "sql_execution_elapsed_ms_total": 10.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_9384babb326bce02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b86155a1ed5cb45ff826ddef174625c0f96127fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 180, "estimated_tokens": 1549}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 787, "bytes_utf8": 787, "lines": 1, "estimated_tokens": 227}, "usage": {"input_tokens": 21639, "cached_input_tokens": 19840, "output_tokens": 403}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 6245, "bytes_utf8": 6245, "lines": 184, "estimated_tokens": 1773}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": 232}, "usage": {"input_tokens": 21863, "cached_input_tokens": 20864, "output_tokens": 514}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..157c93a966f44accf3abd68d0b6f7bc6f305c1b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_94d82f6699b0acb4", + "api_calls": 0, + "input_tokens": 43502, + "cached_input_tokens": 40704, + "output_tokens": 917, + "total_tokens": 44419, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3322, + "estimated_output_tokens": 459, + "estimated_total_tokens": 3781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34162.81, + "sql_execution_elapsed_ms_total": 10.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_94d82f6699b0acb4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ceacccceef1b2a6be56ca9fb1024486904c5d84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:55.135913+00:00", + "ended_at": "2026-05-04T08:31:11.034229+00:00", + "elapsed_ms": 15897.87, + "prompt_metrics": { + "chars": 5467, + "bytes_utf8": 5467, + "lines": 180, + "estimated_tokens": 1549 + }, + "stdout_metrics": { + "chars": 1197, + "bytes_utf8": 1197, + "lines": 4, + "estimated_tokens": 388 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 1, + "estimated_tokens": 227 + }, + "usage": { + "input_tokens": 21639, + "cached_input_tokens": 19840, + "output_tokens": 403 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75d6591baff8393f0c0988dce39b1b1e1cff80cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:11.055468+00:00", + "ended_at": "2026-05-04T08:31:29.320381+00:00", + "elapsed_ms": 18264.94, + "prompt_metrics": { + "chars": 6245, + "bytes_utf8": 6245, + "lines": 184, + "estimated_tokens": 1773 + }, + "stdout_metrics": { + "chars": 1164, + "bytes_utf8": 1164, + "lines": 4, + "estimated_tokens": 387 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 1, + "estimated_tokens": 232 + }, + "usage": { + "input_tokens": 21863, + "cached_input_tokens": 20864, + "output_tokens": 514 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..133df893e26166bff08e9d3525c32dd7ad677bc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65dbc360c2b5c8a518ea52516ec041ca784b827c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentiles\" AS (\n SELECT\n \"region\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" >= CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n GROUP BY \"region\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2523f4442af25725782132fbe404a4d0aef0683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-9f44-7d72-bfae-5d847bb60a7c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"region\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"rn\\\" >= CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per region on CAST(\\\"age\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":19840,"output_tokens":403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cca3ab381dae1901458a833188ab4780a879fb4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentiles\" AS (\n SELECT\n \"region\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" >= CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n GROUP BY \"region\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per region on CAST(\"age\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f810c670bd90aee1c8826e785919c55ae965f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-dd56-7f41-9965-ef3b9d172f59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"region\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"rn\\\" >= ((\\\"cnt\\\" * 9) + 9) / 10\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 0.9 nearest-rank cutoff: ((cnt * 9) + 9) / 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21863,"cached_input_tokens":20864,"output_tokens":514}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce6d28c96cc32225f1520a147548f4d617f57c3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentiles\" AS (\n SELECT\n \"region\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" >= ((\"cnt\" * 9) + 9) / 10\n GROUP BY \"region\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 0.9 nearest-rank cutoff: ((cnt * 9) + 9) / 10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68783bcebf292e6477ca54900486b937030f28df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:55.347224Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:57.698696Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:10.210998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..809100c0e61ce2f8f67ceff21fb7982327b478fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:11.264736Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:13.598702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:28.318690Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7d3fad030ff6e2365638ea09d8d72c6dc37cb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "northeast", "percentile_measure": 59.0}, {"region": "southeast", "percentile_measure": 59.0}, {"region": "southwest", "percentile_measure": 59.0}, {"region": "northwest", "percentile_measure": 58.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81d84ff6864b441831cd6bcd457347f131cfc615 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_94d82f6699b0acb4 +-- problem_id: v2p_m4_8f1e8984e80d5e5f +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" +), +"percentiles" AS ( + SELECT + "region", + MIN("age_value") AS "percentile_measure" + FROM "ordered" + WHERE "rn" >= CAST(CEIL(0.9 * "cnt") AS INTEGER) + GROUP BY "region" +) +SELECT "region", "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1668cbfe3d6eed23aa67ac9482e89ac1d595ff75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentiles\" AS (\n SELECT\n \"region\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" >= ((\"cnt\" * 9) + 9) / 10\n GROUP BY \"region\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"region\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"rn\\\" >= ((\\\"cnt\\\" * 9) + 9) / 10\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"northeast\", \"percentile_measure\": 59.0}, {\"region\": \"southeast\", \"percentile_measure\": 59.0}, {\"region\": \"southwest\", \"percentile_measure\": 59.0}, {\"region\": \"northwest\", \"percentile_measure\": 58.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..355fbc054ebe9c36eb93cea972854393ac305ebe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:30:55.132890+00:00", + "ended_at": "2026-05-04T08:31:29.356887+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_94d82f6699b0acb4", + "problem_id": "v2p_m4_8f1e8984e80d5e5f", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_94d82f6699b0acb4.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_94d82f6699b0acb4", + "api_calls": 0, + "input_tokens": 43502, + "cached_input_tokens": 40704, + "output_tokens": 917, + "total_tokens": 44419, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3322, + "estimated_output_tokens": 459, + "estimated_total_tokens": 3781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34162.81, + "sql_execution_elapsed_ms_total": 10.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_94d82f6699b0acb4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1ebcbf549a06cca1a80252e0da1cb5d57da64bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:31:11.051502+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15897.87, "started_at": "2026-05-04T08:30:55.135913+00:00", "ended_at": "2026-05-04T08:31:11.034229+00:00", "prompt_metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 787, "bytes_utf8": 787, "lines": 1, "estimated_tokens": 227}, "usage": {"input_tokens": 21639, "cached_input_tokens": 19840, "output_tokens": 403}, "stderr_preview": "2026-05-04T08:30:55.347224Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:57.698696Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per region on CAST(\\\"age\\\" AS REAL).\"}"} +{"timestamp": "2026-05-04T08:31:11.053783+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentiles\" AS (\n SELECT\n \"region\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" >= CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n GROUP BY \"region\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:31:29.338220+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18264.94, "started_at": "2026-05-04T08:31:11.055468+00:00", "ended_at": "2026-05-04T08:31:29.320381+00:00", "prompt_metrics": {"chars": 6245, "bytes_utf8": 6245, "lines": 184, "estimated_tokens": 1773}, "response_metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": 232}, "usage": {"input_tokens": 21863, "cached_input_tokens": 20864, "output_tokens": 514}, "stderr_preview": "2026-05-04T08:31:11.264736Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:13.598702Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = ((\\\"cnt\\\" * 9) + 9) / 10\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 0.9 nearest-rank cutoff: ((cnt * 9) + 9) / 10.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a77364336653f553bfb19e7bd4d23bb48ad09651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_94d82f6699b0acb4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_94d82f6699b0acb4", + "api_calls": 0, + "input_tokens": 43502, + "cached_input_tokens": 40704, + "output_tokens": 917, + "total_tokens": 44419, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3322, + "estimated_output_tokens": 459, + "estimated_total_tokens": 3781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34162.81, + "sql_execution_elapsed_ms_total": 10.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_94d82f6699b0acb4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1df990028fec79184e51345fd6e146d5abf878d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5609, "bytes_utf8": 5609, "lines": 183, "estimated_tokens": 1616}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d14bd1535e215963a20306a4f1d2ac7eba0eb5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_96db1ebeab7356c3", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12328.43, + "sql_execution_elapsed_ms_total": 3.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_96db1ebeab7356c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab6c9b25d2141bb8709b240e8f8073f932ee4d6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:37.942759+00:00", + "ended_at": "2026-05-04T08:19:50.270715+00:00", + "elapsed_ms": 12328.43, + "prompt_metrics": { + "chars": 5609, + "bytes_utf8": 5609, + "lines": 183, + "estimated_tokens": 1616 + }, + "stdout_metrics": { + "chars": 804, + "bytes_utf8": 804, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 479, + "bytes_utf8": 479, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1dd225a1e1aff33d1d8b9f20f91d0af3cd9113 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10930a13b2a615d8952bb547a4ef2377d24a2dae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-49d5-7d01-ab64-2e57a5df5d7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10797.3362' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=sex, group_col_2=children, target_col=charges, and target_value='10797.3362'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c85bfab19856b28d5b203a6cafd62852d2235aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '10797.3362' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=sex, group_col_2=children, target_col=charges, and target_value='10797.3362'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1f2ba28f96920ece2ba3076a0d03ca8095e1831 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:38.136538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:40.658755Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:49.466884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0451e49605b58bfb9519b98298fecc332911e305 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "female", "children": "1", "target_rate": 0.012269938650306749}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}, {"sex": "female", "children": "4", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5dd9c42773c1995cb421a4ebd7b461c249f2671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_96db1ebeab7356c3 +-- problem_id: v2p_m4_dbf8597c125db89a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '10797.3362' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7bec6cb6ce44ee34be031cf5b1bceee4d9a5007 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '10797.3362' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10797.3362' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.012269938650306749}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..71b6291d941b67928d5d1a55b1f4b1cb3f32d39a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:19:37.940333+00:00", + "ended_at": "2026-05-04T08:19:50.311239+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_96db1ebeab7356c3", + "problem_id": "v2p_m4_dbf8597c125db89a", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_96db1ebeab7356c3.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_96db1ebeab7356c3", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12328.43, + "sql_execution_elapsed_ms_total": 3.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_96db1ebeab7356c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8869f5e4cb0609d92394292aae7dd29a9e4ab1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_96db1ebeab7356c3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:50.296952+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12328.43, "started_at": "2026-05-04T08:19:37.942759+00:00", "ended_at": "2026-05-04T08:19:50.270715+00:00", "prompt_metrics": {"chars": 5609, "bytes_utf8": 5609, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:19:38.136538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:40.658755Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sex", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca9b7fe1e092a5d1392355da3351600f4daadacc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-5c7f-7070-a140-703db1b1ab36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"sex\\\" and condition_col=\\\"children\\\", using positive_value='0' and negative_value='1'. All identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":19840,"output_tokens":189}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45eabe0d3438ec296e197cf8e4993ebbb67ea9e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template with group_col=\"sex\" and condition_col=\"children\", using positive_value='0' and negative_value='1'. All identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..714ebdff14bd58c03adf8c1f1f1de38798ed35fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:20.782571Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:23.357120Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:32.113778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31d379ad5ba9a6df5144111037a77a1bb2435b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=children. +Result preview: [{"sex": "female", "condition_ratio": 1.822085889570552}, {"sex": "male", "condition_ratio": 1.7109826589595376}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..31a0c10e437e504b9434727f4f188f9a9a636396 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_9931c518fbf959ff +-- problem_id: v2p_m4_eba0af96a83b9952 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65972d9638ba9169977dff1a03866ebbf3dcc287 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sex\", \"condition_ratio\"], \"rows\": [{\"sex\": \"female\", \"condition_ratio\": 1.822085889570552}, {\"sex\": \"male\", \"condition_ratio\": 1.7109826589595376}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..855e7e660d46bfd618201b682d839a012b7dcd18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:15:20.568160+00:00", + "ended_at": "2026-05-04T08:15:32.875049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9931c518fbf959ff", + "problem_id": "v2p_m4_eba0af96a83b9952", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=children.", + "bindings": { + "group_col": "sex", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_9931c518fbf959ff.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9931c518fbf959ff", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 21999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 173, + "estimated_total_tokens": 1893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12277.81, + "sql_execution_elapsed_ms_total": 2.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_9931c518fbf959ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2711763d9219fe0210b9a074e2fad767dcd70f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9931c518fbf959ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:32.865601+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12277.81, "started_at": "2026-05-04T08:15:20.570254+00:00", "ended_at": "2026-05-04T08:15:32.848104+00:00", "prompt_metrics": {"chars": 6100, "bytes_utf8": 6100, "lines": 183, "estimated_tokens": 1720}, "response_metrics": {"chars": 674, "bytes_utf8": 674, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 21810, "cached_input_tokens": 19840, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:15:20.782571Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:23.357120Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39ab40ffa7b1ddaac768ffba751e9560fc9886f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-fc19-74d0-a7be-a500cd33ee23"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e9542fbb5cb7adff6bc7a81bf0f3f6f67fe7a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"children\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e6ff692d45215500828ee430ce53158a30d8e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:07.154001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:09.548430Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:17.075179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da5718a16261533bc84c77882053ba73f68e3630 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "male", "children": "0", "target_rate": 0.006756756756756757}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "1", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76daef12d1401ae38f64efcacb4d0e258aee3918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_9a4d8ede4cb67592 +-- problem_id: v2p_m4_cf7d3dcce0aaaf29 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ce09ba3fe008665d74bddcc88baed7e67c36d5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.006756756756756757}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ad43cdf36290f39e8ba45cc0ecc69954e4ab741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:17:06.963001+00:00", + "ended_at": "2026-05-04T08:17:18.047157+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9a4d8ede4cb67592", + "problem_id": "v2p_m4_cf7d3dcce0aaaf29", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_9a4d8ede4cb67592.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9a4d8ede4cb67592", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11054.36, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_9a4d8ede4cb67592\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b91ba002b8e99f0dc7f622e7c39782962898863 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9a4d8ede4cb67592/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:18.036511+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11054.36, "started_at": "2026-05-04T08:17:06.965236+00:00", "ended_at": "2026-05-04T08:17:18.019485+00:00", "prompt_metrics": {"chars": 5608, "bytes_utf8": 5608, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21706, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:17:07.154001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:09.548430Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f8f9a88219f3cf5d1b72c203f3592feb94cc07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-280c-7060-9c4b-0f11718bcb59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the required Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Kept the equality comparison against the bound target_value as specified by the template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f232af4d1687a16ffea8878a4373c82dfb4ac507 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN \"charges\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;","notes":"Applied the required Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Kept the equality comparison against the bound target_value as specified by the template."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bc1c53ad4f7964766dcc01dd3f613da8c641a3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:35.063322Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:38.639716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:45.998534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64b386046ab04270495dd6556d1b17b9b7b2279e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "male", "region": "southeast", "target_rate": 0.009950248756218905}, {"sex": "female", "region": "northeast", "target_rate": 0.0}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "female", "region": "southwest", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab8de6fdbf99494324e417b4822c92a134f98651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_9cf107bf0bfb5ff1 +-- problem_id: v2p_m4_451203e8b1362fd9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN "charges" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0362f55628f41fd9ad782b4813c3475adc62b8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN \"charges\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.009950248756218905}, {\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abe4c478ca2782fdc87f559511e2c71880670bce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:20:31.439344+00:00", + "ended_at": "2026-05-04T08:20:46.966653+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9cf107bf0bfb5ff1", + "problem_id": "v2p_m4_451203e8b1362fd9", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_9cf107bf0bfb5ff1.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9cf107bf0bfb5ff1", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 137, + "total_tokens": 21843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15493.8, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_9cf107bf0bfb5ff1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d217106c6e02b416eaee4cbfdc553787d0aac00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_9cf107bf0bfb5ff1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:46.954606+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15493.8, "started_at": "2026-05-04T08:20:31.441914+00:00", "ended_at": "2026-05-04T08:20:46.935377+00:00", "prompt_metrics": {"chars": 5603, "bytes_utf8": 5603, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:20:35.063322Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:38.639716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8575b0cc1b3c18240425c915f924bdc047ab38f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-ecb0-78b3-a2b5-fceee0a6da28"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=smoker, group_col_2=region, and target_col=charges. Since the schema stores values as TEXT and the template requires an equality-based target rate, the query measures the fraction of rows in each smoker-region group where charges exactly equals 10602.385.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":221}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ef2e868e837604741f5e6a797dae555f1373a1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=smoker, group_col_2=region, and target_col=charges. Since the schema stores values as TEXT and the template requires an equality-based target rate, the query measures the fraction of rows in each smoker-region group where charges exactly equals 10602.385."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37053ac10aef932c66e0741f63f9d1994d487943 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:14.321389Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:16.694035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:25.893262Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f523478907c22837925f950d79eb1c9f4d1a4b0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, group_col_2=region, target_col=charges. +Result preview: [{"smoker": "no", "region": "southwest", "target_rate": 0.007067137809187279}, {"smoker": "no", "region": "northeast", "target_rate": 0.0}, {"smoker": "no", "region": "northwest", "target_rate": 0.0}, {"smoker": "no", "region": "southeast", "target_rate": 0.0}, {"smoker": "yes", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34257798e884045fba2fa0c038a11401d0be7d1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_a07ce09dc584f6a5 +-- problem_id: v2p_m4_597b90ceaaf03677 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..053330a2d2921746f933452898bda334a4dbebf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"smoker\", \"region\", \"target_rate\"], \"rows\": [{\"smoker\": \"no\", \"region\": \"southwest\", \"target_rate\": 0.007067137809187279}, {\"smoker\": \"no\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a0d3fd7620d073318a5f010ed4c4224d917c721 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:19:14.089118+00:00", + "ended_at": "2026-05-04T08:19:26.844990+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a07ce09dc584f6a5", + "problem_id": "v2p_m4_597b90ceaaf03677", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a07ce09dc584f6a5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a07ce09dc584f6a5", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 221, + "total_tokens": 21927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 150, + "estimated_total_tokens": 1766, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.14, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a07ce09dc584f6a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a131186c8c6a0e60a56ea2a8719cf1edf9fb5332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a07ce09dc584f6a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:26.835245+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12726.14, "started_at": "2026-05-04T08:19:14.092560+00:00", "ended_at": "2026-05-04T08:19:26.818918+00:00", "prompt_metrics": {"chars": 5594, "bytes_utf8": 5594, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 588, "bytes_utf8": 588, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 221}, "stderr_preview": "2026-05-04T08:19:14.321389Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:16.694035Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi, condition_col=region.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6c36aa4a15399465658919f714967b64dd259f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-8301-7e73-88ba-878f80d886a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"children\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"children\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n b.\\\"children\\\",\\n CASE\\n WHEN b.\\\"lo_rn\\\" = b.\\\"hi_rn\\\" THEN lo.\\\"measure\\\"\\n ELSE lo.\\\"measure\\\" + (b.\\\"pos\\\" - b.\\\"lo_rn\\\") * (hi.\\\"measure\\\" - lo.\\\"measure\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"children\\\" = b.\\\"children\\\"\\n AND lo.\\\"rn\\\" = b.\\\"lo_rn\\\"\\nJOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"children\\\" = b.\\\"children\\\"\\n AND hi.\\\"rn\\\" = b.\\\"hi_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function interpolation equivalent for the 0.9 quantile of CAST(\\\"bmi\\\" AS REAL), grouped by \\\"children\\\" and filtered to \\\"region\\\" = 'southeast'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21718,"cached_input_tokens":19840,"output_tokens":1073}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa98009d5718c36c1a4c6655cfb23713257d6a64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"measure\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"children\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"children\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"children\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n)\nSELECT\n b.\"children\",\n CASE\n WHEN b.\"lo_rn\" = b.\"hi_rn\" THEN lo.\"measure\"\n ELSE lo.\"measure\" + (b.\"pos\" - b.\"lo_rn\") * (hi.\"measure\" - lo.\"measure\")\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS b\nJOIN \"ordered\" AS lo\n ON lo.\"children\" = b.\"children\"\n AND lo.\"rn\" = b.\"lo_rn\"\nJOIN \"ordered\" AS hi\n ON hi.\"children\" = b.\"children\"\n AND hi.\"rn\" = b.\"hi_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function interpolation equivalent for the 0.9 quantile of CAST(\"bmi\" AS REAL), grouped by \"children\" and filtered to \"region\" = 'southeast'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66660cd234fc06e7cbff2ac1510cfe1102242bd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:14.894472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:17.240294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:42.196156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6ae312b54ad6a807b16c6fe795a8a5c49a85cc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi, condition_col=region. +Result preview: [{"children": "5", "conditional_percentile": 45.507000000000005}, {"children": "2", "conditional_percentile": 42.922}, {"children": "1", "conditional_percentile": 42.46}, {"children": "0", "conditional_percentile": 41.47}, {"children": "4", "conditional_percentile": 41.47}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b2fd57fb6ab40d92032d126f414dc69aad9b197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/generated_sql.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_a0e081c3ddd425cc +-- problem_id: v2p_m4_beb946bd80b22ed0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "measure" + FROM "m4" + WHERE "region" = 'southeast' + AND "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ordered" AS ( + SELECT + "children", + "measure", + ROW_NUMBER() OVER (PARTITION BY "children" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "children") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "children", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" +) +SELECT + b."children", + CASE + WHEN b."lo_rn" = b."hi_rn" THEN lo."measure" + ELSE lo."measure" + (b."pos" - b."lo_rn") * (hi."measure" - lo."measure") + END AS "conditional_percentile" +FROM "bounds" AS b +JOIN "ordered" AS lo + ON lo."children" = b."children" + AND lo."rn" = b."lo_rn" +JOIN "ordered" AS hi + ON hi."children" = b."children" + AND hi."rn" = b."hi_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a46e888a4911cc36782cf84a0cc227126792e52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"measure\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"children\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"children\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"children\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n)\nSELECT\n b.\"children\",\n CASE\n WHEN b.\"lo_rn\" = b.\"hi_rn\" THEN lo.\"measure\"\n ELSE lo.\"measure\" + (b.\"pos\" - b.\"lo_rn\") * (hi.\"measure\" - lo.\"measure\")\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS b\nJOIN \"ordered\" AS lo\n ON lo.\"children\" = b.\"children\"\n AND lo.\"rn\" = b.\"lo_rn\"\nJOIN \"ordered\" AS hi\n ON hi.\"children\" = b.\"children\"\n AND hi.\"rn\" = b.\"hi_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"children\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"children\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n b.\\\"children\\\",\\n CASE\\n WHEN b.\\\"lo_rn\\\" = b.\\\"hi_rn\\\" THEN lo.\\\"measure\\\"\\n ELSE lo.\\\"measure\\\" + (b.\\\"pos\\\" - b.\\\"lo_rn\\\") * (hi.\\\"measure\\\" - lo.\\\"measure\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"children\\\" = b.\\\"children\\\"\\n AND lo.\\\"rn\\\" = b.\\\"lo_rn\\\"\\nJOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"children\\\" = b.\\\"children\\\"\\n AND hi.\\\"rn\\\" = b.\\\"hi_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"children\", \"conditional_percentile\"], \"rows\": [{\"children\": \"5\", \"conditional_percentile\": 45.507000000000005}, {\"children\": \"2\", \"conditional_percentile\": 42.922}, {\"children\": \"1\", \"conditional_percentile\": 42.46}, {\"children\": \"0\", \"conditional_percentile\": 41.47}, {\"children\": \"4\", \"conditional_percentile\": 41.47}, {\"children\": \"3\", \"conditional_percentile\": 40.634000000000015}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2593a5d1be22545dacf8e254eb1c8af65835f9a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:24:14.692305+00:00", + "ended_at": "2026-05-04T08:24:43.082880+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a0e081c3ddd425cc", + "problem_id": "v2p_m4_beb946bd80b22ed0", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi, condition_col=region.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a0e081c3ddd425cc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a0e081c3ddd425cc", + "api_calls": 0, + "input_tokens": 21718, + "cached_input_tokens": 19840, + "output_tokens": 1073, + "total_tokens": 22791, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1628, + "estimated_output_tokens": 551, + "estimated_total_tokens": 2179, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28353.97, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a0e081c3ddd425cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cc8975db9db208da081916539b27836408283b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0e081c3ddd425cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:43.070585+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28353.97, "started_at": "2026-05-04T08:24:14.697997+00:00", "ended_at": "2026-05-04T08:24:43.051913+00:00", "prompt_metrics": {"chars": 5812, "bytes_utf8": 5812, "lines": 185, "estimated_tokens": 1628}, "response_metrics": {"chars": 1613, "bytes_utf8": 1613, "lines": 1, "estimated_tokens": 551}, "usage": {"input_tokens": 21718, "cached_input_tokens": 19840, "output_tokens": 1073}, "stderr_preview": "2026-05-04T08:24:14.894472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:17.240294Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24e9e688b77ef0e9da3d87682b68916c6c568b34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-a264-7281-b07b-bec4c5672df5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". CAST to REAL is needed because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":20864,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2035fc7723a7fd101e451c8c389b8c9a5e5cef78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col bound to \"smoker\" and measure_col bound to \"children\". CAST to REAL is needed because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cd5dae7bed4e190e1931c476b5a91c2af270e7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:37.806728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:40.485382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:48.606305Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..133bfb3b4b8c4694380a0e6429920fc0e129eaad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "avg_measure": 1.1170212765957446}, {"smoker": "no", "avg_measure": 1.0978260869565217}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf0904fdab637b8d1ada74750d7b4b8887bee174 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_a0fbc26c0abbee32 +-- problem_id: v2p_m4_f9586d2d29be1f9f +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d816128653e015d72070da8fb7d3588ce8593a49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446}, {\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f34161b55a51280fc8d5efe761085986120e327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:03:37.542762+00:00", + "ended_at": "2026-05-04T08:03:49.230165+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a0fbc26c0abbee32", + "problem_id": "v2p_m4_f9586d2d29be1f9f", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a0fbc26c0abbee32.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a0fbc26c0abbee32", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21712, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1606, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11656.78, + "sql_execution_elapsed_ms_total": 2.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a0fbc26c0abbee32\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ed9e84e35553162bf114ab56f25f25117a19dbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a0fbc26c0abbee32/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:49.220084+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11656.78, "started_at": "2026-05-04T08:03:37.545715+00:00", "ended_at": "2026-05-04T08:03:49.200843+00:00", "prompt_metrics": {"chars": 5307, "bytes_utf8": 5307, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21603, "cached_input_tokens": 20864, "output_tokens": 109}, "stderr_preview": "2026-05-04T08:03:37.806728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:40.485382Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46576ef07282ffbc9d245d1bdd3e8572dcd9baa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-16a8-7170-b790-53e86ecfd478"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"region\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for correct SQLite averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcdeb4ba936964ef26b51d44750da2c0cf0866c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"region\", and measure_col=\"children\". Cast \"children\" from TEXT to REAL for correct SQLite averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18c0135c592ab265526553200f962fcba30602a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:36.092954Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:38.587406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:46.086350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae53b613d693a5a10cf43366f90bb4bdcac97d67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children. +Result preview: [{"sex": "male", "region": "southwest", "avg_measure": 1.186046511627907}, {"sex": "male", "region": "northwest", "avg_measure": 1.1717791411042944}, {"sex": "female", "region": "northwest", "avg_measure": 1.1597633136094674}, {"sex": "female", "region": "southwest", "avg_measure": 1.1235294117647059}, {"sex": "male", "region": "northeast", "avg_measure": 1.095808383233533}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8751b415b418221d7e5a098f445f61328f34e6d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_a2bce27e7cc89825 +-- problem_id: v2p_m4_abcc7d5abaa5de73 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..877632f52cda46350a72649c2d679a5c080fb634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"region\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southwest\", \"avg_measure\": 1.186046511627907}, {\"sex\": \"male\", \"region\": \"northwest\", \"avg_measure\": 1.1717791411042944}, {\"sex\": \"female\", \"region\": \"northwest\", \"avg_measure\": 1.1597633136094674}, {\"sex\": \"female\", \"region\": \"southwest\", \"avg_measure\": 1.1235294117647059}, {\"sex\": \"male\", \"region\": \"northeast\", \"avg_measure\": 1.095808383233533}, {\"sex\": \"male\", \"region\": \"southeast\", \"avg_measure\": 1.044776119402985}, {\"sex\": \"female\", \"region\": \"southeast\", \"avg_measure\": 1.0384615384615385}, {\"sex\": \"female\", \"region\": \"northeast\", \"avg_measure\": 1.0061728395061729}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cf5f45ea392d6c882ceb3e59bdad53887cb8b7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:21:35.902905+00:00", + "ended_at": "2026-05-04T08:21:47.089976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a2bce27e7cc89825", + "problem_id": "v2p_m4_abcc7d5abaa5de73", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a2bce27e7cc89825.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a2bce27e7cc89825", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11156.48, + "sql_execution_elapsed_ms_total": 3.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a2bce27e7cc89825\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..899e963be264b6f86ede28b5070a2f234f942ee0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:47.078606+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11156.48, "started_at": "2026-05-04T08:21:35.902905+00:00", "ended_at": "2026-05-04T08:21:47.062114+00:00", "prompt_metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21656, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:21:36.092954Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:38.587406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f204aa419ca8dec4344b8aed3bb2d441407327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-7bee-76e1-b824-3122fa458d1f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bc09ab13feee783eac9861969d7ddb9bbd7eff1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"sex\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3d5920aa93b5270070a7ad5e500e6a64bda99ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:33.461268Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:35.983528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:45.121616Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a585c6a986016c37df99bd0223557983a18fb058 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "avg_measure": 30.960633001422476}, {"sex": "female", "avg_measure": 30.434472913616396}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1d42ebfb73bd9b178f151d10d71c1e54d5a98d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_a476bc7401d86718 +-- problem_id: v2p_m4_6505ffd0d42d7b8f +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25a1c78d4805f9ff6a2f4d7e8b49cdf914053748 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"avg_measure\": 30.960633001422476}, {\"sex\": \"female\", \"avg_measure\": 30.434472913616396}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6906e78a0a0b4daab4c408026c3f85fec86bdc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:04:33.270140+00:00", + "ended_at": "2026-05-04T08:04:46.090300+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a476bc7401d86718", + "problem_id": "v2p_m4_6505ffd0d42d7b8f", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a476bc7401d86718.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a476bc7401d86718", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12784.67, + "sql_execution_elapsed_ms_total": 2.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a476bc7401d86718\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe47f1c92e15128cebb59658fbd3332654d5b7ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a476bc7401d86718/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:46.079717+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12784.67, "started_at": "2026-05-04T08:04:33.272012+00:00", "ended_at": "2026-05-04T08:04:46.055754+00:00", "prompt_metrics": {"chars": 5293, "bytes_utf8": 5293, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:04:33.461268Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:35.983528Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4efa57cfb1371be8c17c1c450e9cd423de5088f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-ec1a-7882-8813-821d9506afbd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8deefc634c8e631d55df1cc29194866b2d703e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad28b130247b37b20a65003e8244bc43a4b60b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:08.590221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:10.917645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:20.647994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..295dbd31f7992e861c63091b01119b5d04c2c954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "female", "region": "southwest", "target_rate": 0.011764705882352941}, {"sex": "female", "region": "northeast", "target_rate": 0.0}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "male", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2dc2a9009ce51545d037d0a21de466c3ee0cdd89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_a4df9bc0b31790a2 +-- problem_id: v2p_m4_9af6f97015e8c4c5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc600bd732fcd111f943394ac09113689856becb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.011764705882352941}, {\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..288da770b1c80c9cad532b3bbf7c5eb80ea27bfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:18:08.415891+00:00", + "ended_at": "2026-05-04T08:18:21.300224+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a4df9bc0b31790a2", + "problem_id": "v2p_m4_9af6f97015e8c4c5", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a4df9bc0b31790a2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a4df9bc0b31790a2", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21842, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1614, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1736, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12853.29, + "sql_execution_elapsed_ms_total": 4.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a4df9bc0b31790a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cd87499e50a31fc4dd58feb69a77154d15d67f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a4df9bc0b31790a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:21.289519+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12853.29, "started_at": "2026-05-04T08:18:08.417530+00:00", "ended_at": "2026-05-04T08:18:21.270712+00:00", "prompt_metrics": {"chars": 5599, "bytes_utf8": 5599, "lines": 183, "estimated_tokens": 1614}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21704, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:18:08.590221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:10.917645Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41a9fccf0e980b6b00938754b040ed9dd06e83da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-f61b-7392-847e-2c3300807bc6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"region\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":103}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ffe1b32b6077ee557d90abe8ca31f64b073d8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"region\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY total_measure DESC;","notes":"Used the planned template with group_col bound to \"region\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4712492a646bafc072408ef37c65367cb40a147c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:15.793285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:18.228556Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:25.167277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c62399e9d21ec8c695a6b6546ea529db055c1746 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southeast", "total_measure": 29692.0}, {"region": "southwest", "total_measure": 26948.0}, {"region": "northwest", "total_measure": 25950.0}, {"region": "northeast", "total_measure": 25822.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbc6e79bdd2b7de3e3d494015c46ac98bd126539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_a575f68fd25f2ca4 +-- problem_id: v2p_m4_7b7f53792a7d359a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "region" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aff7ef52ec82493abfe137cdf5d43434cf54d15f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"region\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"region\", \"total_measure\"], \"rows\": [{\"region\": \"southeast\", \"total_measure\": 29692.0}, {\"region\": \"southwest\", \"total_measure\": 26948.0}, {\"region\": \"northwest\", \"total_measure\": 25950.0}, {\"region\": \"northeast\", \"total_measure\": 25822.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1899ac8ad513404e6c83869da20e6ef8c9a5796e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:07:15.610680+00:00", + "ended_at": "2026-05-04T08:07:26.013937+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a575f68fd25f2ca4", + "problem_id": "v2p_m4_7b7f53792a7d359a", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a575f68fd25f2ca4.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a575f68fd25f2ca4", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 103, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1598, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10372.87, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a575f68fd25f2ca4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be2d43a8b2e57366ea0293712fec59bfa917a000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a575f68fd25f2ca4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:25.998283+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10372.87, "started_at": "2026-05-04T08:07:15.613302+00:00", "ended_at": "2026-05-04T08:07:25.986070+00:00", "prompt_metrics": {"chars": 5292, "bytes_utf8": 5292, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 103}, "stderr_preview": "2026-05-04T08:07:15.793285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:18.228556Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6f55f1b289d8ee6f2f9dabd5eb15a6dec98516b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-ef34-7a20-ac58-05a02e17e449"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col bound to \\\"sex\\\" and condition_col bound to \\\"charges\\\" using the provided condition_value '10096.97'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef9a800b6e603a57a5d4a8beee147f02d9d5adaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col bound to \"sex\" and condition_col bound to \"charges\" using the provided condition_value '10096.97'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..374ae66c0a7c318d9e067507a457cc09badb3b9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:36.165263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:38.516775Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:47.274206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c10a555dd12b6a8546c6aefa00978574ece6500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=charges. +Result preview: [{"sex": "male", "condition_rate": 0.002844950213371266}, {"sex": "female", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3685a8af87a80a12365190eecc3a3c182ab672a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_a5e1f4b39ab8bf82 +-- problem_id: v2p_m4_e6fc95637dbf9b08 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f7ce35fe5cd308f46f53c6a43bda5f28896adb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"male\", \"condition_rate\": 0.002844950213371266}, {\"sex\": \"female\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0f86ddb86fb14e8abbbb7a36d592e35bf484bde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:11:35.987637+00:00", + "ended_at": "2026-05-04T08:11:48.239411+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a5e1f4b39ab8bf82", + "problem_id": "v2p_m4_e6fc95637dbf9b08", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=charges.", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a5e1f4b39ab8bf82.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a5e1f4b39ab8bf82", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21804, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1698, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12216.54, + "sql_execution_elapsed_ms_total": 2.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a5e1f4b39ab8bf82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31c436930610b10af0a0121144366fc30ce7ed26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a5e1f4b39ab8bf82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:48.227329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12216.54, "started_at": "2026-05-04T08:11:35.990266+00:00", "ended_at": "2026-05-04T08:11:48.207618+00:00", "prompt_metrics": {"chars": 5564, "bytes_utf8": 5564, "lines": 183, "estimated_tokens": 1582}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21672, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:11:36.165263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:38.516775Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee1b1f2f238491e42bde2326f267f07a3dd75933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-3813-7511-afbe-91c6d32932ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..607d49388e69520e769be3701b39a9c7bd7bb938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"smoker\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..851979f2265e6c31e9ea0d9d3094a9792e337657 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:21.628942Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:24.154884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:31.712953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a42e869eccd407b682c8c44823597227f23b3c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058}, {"smoker": "yes", "avg_measure": 38.46099290780142}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52ceba71a680ce8142b08c3f68467915ff79bd06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_a6069250839c4f36 +-- problem_id: v2p_m4_dd836bd71b6c813a +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a30358198a174ee183a957c000f35ce0978d60b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d1a812eded6026fea8f966d2b06ccc1348c66e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:05:21.407135+00:00", + "ended_at": "2026-05-04T08:05:32.540418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a6069250839c4f36", + "problem_id": "v2p_m4_dd836bd71b6c813a", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a6069250839c4f36.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a6069250839c4f36", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11102.09, + "sql_execution_elapsed_ms_total": 1.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a6069250839c4f36\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e492e0d3d6698b95cf7347d6c8a7cad149b73b76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a6069250839c4f36/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:05:32.530230+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11102.09, "started_at": "2026-05-04T08:05:21.409405+00:00", "ended_at": "2026-05-04T08:05:32.511582+00:00", "prompt_metrics": {"chars": 5298, "bytes_utf8": 5298, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21603, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:05:21.628942Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:24.154884Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8efce8d81426d9b8d0cc07e0468dff6b63244c60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-9152-77a0-9875-f90168cbaaa2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"children\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21576,"cached_input_tokens":20864,"output_tokens":75}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e36c76f78a39e8676ab2c36a06236704913d2395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"children\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fd838ace706fee19fad42b910653a1d39190f9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T07:58:05.696859Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:08.024260Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe75706ead224a9243777f0d76a03b389c0bc282 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "0", "row_count": 1186}, {"children": "1", "row_count": 672}, {"children": "2", "row_count": 496}, {"children": "3", "row_count": 324}, {"children": "4", "row_count": 52}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4563f4a8c3f39aae07b6e84d6b8f43a21d04ab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_a9182f10da8bb6ff +-- problem_id: v2p_m4_0bfe47021968fca7 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "m4" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0cff514865b8ebb506b94a60dd87684fa0b14c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"children\", \"row_count\"], \"rows\": [{\"children\": \"0\", \"row_count\": 1186}, {\"children\": \"1\", \"row_count\": 672}, {\"children\": \"2\", \"row_count\": 496}, {\"children\": \"3\", \"row_count\": 324}, {\"children\": \"4\", \"row_count\": 52}, {\"children\": \"5\", \"row_count\": 42}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01ccf5278b4ea3a9aac8b6739b5859f7b5acc484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:58:05.528650+00:00", + "ended_at": "2026-05-04T07:58:21.728418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a9182f10da8bb6ff", + "problem_id": "v2p_m4_0bfe47021968fca7", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_a9182f10da8bb6ff.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a9182f10da8bb6ff", + "api_calls": 0, + "input_tokens": 21576, + "cached_input_tokens": 20864, + "output_tokens": 75, + "total_tokens": 21651, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1486, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1557, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16173.94, + "sql_execution_elapsed_ms_total": 1.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_a9182f10da8bb6ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f927de6d7673d27042d494a1d58dfd770e4b193e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_a9182f10da8bb6ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:21.719782+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16173.94, "started_at": "2026-05-04T07:58:05.531086+00:00", "ended_at": "2026-05-04T07:58:21.705119+00:00", "prompt_metrics": {"chars": 5214, "bytes_utf8": 5214, "lines": 178, "estimated_tokens": 1486}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21576, "cached_input_tokens": 20864, "output_tokens": 75}, "stderr_preview": "2026-05-04T07:58:05.696859Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:08.024260Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=region.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "region", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd3ede6cfa1dc77d93fcfcfa7586a3fa13e3f9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-ca6a-7f51-927e-594e9b0d6c23"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"region\\\" and condition_col=\\\"region\\\" exactly as bound. Because the grouping column and condition column are the same, each region group yields either a positive count, a negative count, or neither, so some ratios will be NULL due to zero denominators.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21815,"cached_input_tokens":20864,"output_tokens":210}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a87f91e8b11204eea585fe7ed7784e7fe9db15a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"region\" and condition_col=\"region\" exactly as bound. Because the grouping column and condition column are the same, each region group yields either a positive count, a negative count, or neither, so some ratios will be NULL due to zero denominators."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c79cf885108c6498b3ddc6c3973f80097829370b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:54.426007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:56.852407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:06.121272Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e8aa7a1b1ea36f93c6892feb272b55a62284a17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=region. +Result preview: [{"region": "southwest", "condition_ratio": 0.0}, {"region": "northeast", "condition_ratio": null}, {"region": "northwest", "condition_ratio": null}, {"region": "southeast", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46fbad27ce3b922c9bc8d1095218beaa32b760f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_ac8ae2c605dd5efb +-- problem_id: v2p_m4_e1c2f0e0ddc9aa33 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33c459c4c2d6188ebb20874a21c5ca91298ac387 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"region\", \"condition_ratio\"], \"rows\": [{\"region\": \"southwest\", \"condition_ratio\": 0.0}, {\"region\": \"northeast\", \"condition_ratio\": null}, {\"region\": \"northwest\", \"condition_ratio\": null}, {\"region\": \"southeast\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc1ccf224a74a8d10d0690374b03c4d6af4f0e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:16:54.240519+00:00", + "ended_at": "2026-05-04T08:17:06.961261+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ac8ae2c605dd5efb", + "problem_id": "v2p_m4_e1c2f0e0ddc9aa33", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=region.", + "bindings": { + "group_col": "region", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_ac8ae2c605dd5efb.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ac8ae2c605dd5efb", + "api_calls": 0, + "input_tokens": 21815, + "cached_input_tokens": 20864, + "output_tokens": 210, + "total_tokens": 22025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1725, + "estimated_output_tokens": 194, + "estimated_total_tokens": 1919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12692.35, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_ac8ae2c605dd5efb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3707236570ad62f188ae4329909d36a131c30db1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ac8ae2c605dd5efb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:06.952162+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12692.35, "started_at": "2026-05-04T08:16:54.242393+00:00", "ended_at": "2026-05-04T08:17:06.935206+00:00", "prompt_metrics": {"chars": 6126, "bytes_utf8": 6126, "lines": 183, "estimated_tokens": 1725}, "response_metrics": {"chars": 793, "bytes_utf8": 793, "lines": 1, "estimated_tokens": 194}, "usage": {"input_tokens": 21815, "cached_input_tokens": 20864, "output_tokens": 210}, "stderr_preview": "2026-05-04T08:16:54.426007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:56.852407Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ee4c9618557dc1d94696d5fa35b3979ec0fc39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"children\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1f057d90477a3844356215b2dd433e32a7c68c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-22d9-7831-b509-e27942c4455b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 95th percentile for bmi within each children group by selecting the value at rank CEIL(0.95 * group_size) after ordering bmi ascending. Text-valued numeric columns are cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":19840,"output_tokens":436}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228a33bc21afa13b90d1f9f93113bb792ff050f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"children\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 95th percentile for bmi within each children group by selecting the value at rank CEIL(0.95 * group_size) after ordering bmi ascending. Text-valued numeric columns are cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5af63deea05107687806d532a1eb51214dcfe46a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-638e-73d0-887a-ee7a51654600"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.95 * group count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21910,"cached_input_tokens":20864,"output_tokens":459}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdbcce7c1a88df3894cf30d134cab2a103597f81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"children\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.95 * group count."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed0c98abeb9dee0f1414708d5cfb556d07586e26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:17.982552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:20.324388Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:33.441329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c77462c8d1f0789a1d703bdfeb32e1632657c5c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:34.553132Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:36.842533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:51.156069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..241f98cc11dd87dde85dc4b409f60740675f6435 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "2", "percentile_measure": 42.68}, {"children": "5", "percentile_measure": 42.4}, {"children": "1", "percentile_measure": 42.13}, {"children": "4", "percentile_measure": 41.23}, {"children": "3", "percentile_measure": 40.565}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..48c791df3c1c2c604254f17b3255f24043f2974a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_af0803e1aa0f5def +-- problem_id: v2p_m4_9a72204f805c05a9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"picked" AS ( + SELECT + "children", + "bmi_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "children", + "bmi_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49497b27c4822c05a119c23594e28622821a7eef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"children\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"2\", \"percentile_measure\": 42.68}, {\"children\": \"5\", \"percentile_measure\": 42.4}, {\"children\": \"1\", \"percentile_measure\": 42.13}, {\"children\": \"4\", \"percentile_measure\": 41.23}, {\"children\": \"3\", \"percentile_measure\": 40.565}, {\"children\": \"0\", \"percentile_measure\": 40.47}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6fdb7a84433184109ac2583d80f9062da8a54d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:29:17.773567+00:00", + "ended_at": "2026-05-04T08:29:51.934742+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_af0803e1aa0f5def", + "problem_id": "v2p_m4_9a72204f805c05a9", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_af0803e1aa0f5def.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_af0803e1aa0f5def", + "api_calls": 0, + "input_tokens": 43550, + "cached_input_tokens": 40704, + "output_tokens": 895, + "total_tokens": 44445, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3370, + "estimated_output_tokens": 610, + "estimated_total_tokens": 3980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34077.83, + "sql_execution_elapsed_ms_total": 11.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_af0803e1aa0f5def\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90bacdf86403bf05e5475eaeedb43c09f667551d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_af0803e1aa0f5def/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:29:34.341526+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16529.13, "started_at": "2026-05-04T08:29:17.776078+00:00", "ended_at": "2026-05-04T08:29:34.305052+00:00", "prompt_metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 1015, "bytes_utf8": 1015, "lines": 1, "estimated_tokens": 299}, "usage": {"input_tokens": 21640, "cached_input_tokens": 19840, "output_tokens": 436}, "stderr_preview": "2026-05-04T08:29:17.982552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:20.324388Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b73a91ce1923d01efc0684255fd48e1b4c0424 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-406b-7fa3-94f8-b0c4e16040c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col bound to \\\"region\\\" and condition_col bound to \\\"smoker\\\", measuring the within-region proportion of smokers ('yes').\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21665,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d24cb11a05ec7c1bf747e9f668fa0e9a6fcb35ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col bound to \"region\" and condition_col bound to \"smoker\", measuring the within-region proportion of smokers ('yes')."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e26b2a72fd0ce5be758eea308febbdfcfffd5ddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:02.498057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:04.890543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:12.176091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef1aad4cb68c97b8476d53c1f63a7fb193d7ac64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=smoker. +Result preview: [{"region": "southeast", "condition_rate": 0.2506527415143603}, {"region": "northeast", "condition_rate": 0.2066869300911854}, {"region": "northwest", "condition_rate": 0.17771084337349397}, {"region": "southwest", "condition_rate": 0.17251461988304093}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebfddc58b7319377c3789bbc9e9ca4bc5c5ade77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_b37a531aa451fb72 +-- problem_id: v2p_m4_7436d192ecd7da70 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c163a1e5b3a22844cf5013060d39c6404747e0d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"southeast\", \"condition_rate\": 0.2506527415143603}, {\"region\": \"northeast\", \"condition_rate\": 0.2066869300911854}, {\"region\": \"northwest\", \"condition_rate\": 0.17771084337349397}, {\"region\": \"southwest\", \"condition_rate\": 0.17251461988304093}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4376e4137f6538a90d5fda002798d682412993e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:13:02.288107+00:00", + "ended_at": "2026-05-04T08:13:13.145967+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b37a531aa451fb72", + "problem_id": "v2p_m4_7436d192ecd7da70", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=smoker.", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b37a531aa451fb72.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b37a531aa451fb72", + "api_calls": 0, + "input_tokens": 21665, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1575, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10830.27, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b37a531aa451fb72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..881c7e0cc3234e76e9fdda6d6b9509ffc7ce8fea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b37a531aa451fb72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:13.137575+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10830.27, "started_at": "2026-05-04T08:13:02.290333+00:00", "ended_at": "2026-05-04T08:13:13.120704+00:00", "prompt_metrics": {"chars": 5544, "bytes_utf8": 5544, "lines": 183, "estimated_tokens": 1575}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21665, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:13:02.498057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:04.890543Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae487d4839bf824f76dda802530512e49b983111 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-dca7-7451-bbcf-7fa6201cd018"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CASE\\n WHEN \\\"rn\\\" >= 0.9 * \\\"cnt\\\" THEN 1\\n ELSE 0\\n END AS \\\"is_percentile_candidate\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"is_percentile_candidate\\\" = 1\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank approximation for the 90th percentile of \\\"bmi\\\" within each \\\"children\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":495}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..941fc27b81a297b1550cd802c05d05eae4b353b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CASE\n WHEN \"rn\" >= 0.9 * \"cnt\" THEN 1\n ELSE 0\n END AS \"is_percentile_candidate\"\n FROM \"ordered\"\n)\nSELECT\n \"children\",\n MIN(\"bmi_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"is_percentile_candidate\" = 1\nGROUP BY \"children\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank approximation for the 90th percentile of \"bmi\" within each \"children\" group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a34d9905fe217d738f73e1ff10de9fffda646a7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:00.027914Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:02.516848Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:16.947614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e8b7aae3eaefa5c7b00e867eeccfceac4d4da3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "percentile_measure": 39.71}, {"children": "0", "percentile_measure": 39.16}, {"children": "1", "percentile_measure": 38.83}, {"children": "2", "percentile_measure": 38.6}, {"children": "3", "percentile_measure": 38.06}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24a4de4bf49d4554a37b9cff073903c63ce80a64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_b3d1f814adbff842 +-- problem_id: v2p_m4_4338318a4bbeb02e +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "children", + "bmi_value", + "rn", + "cnt", + CASE + WHEN "rn" >= 0.9 * "cnt" THEN 1 + ELSE 0 + END AS "is_percentile_candidate" + FROM "ordered" +) +SELECT + "children", + MIN("bmi_value") AS "percentile_measure" +FROM "ranked" +WHERE "is_percentile_candidate" = 1 +GROUP BY "children" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faeab07cfc8e01375ffe6c56abc9037be9a273de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CASE\n WHEN \"rn\" >= 0.9 * \"cnt\" THEN 1\n ELSE 0\n END AS \"is_percentile_candidate\"\n FROM \"ordered\"\n)\nSELECT\n \"children\",\n MIN(\"bmi_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"is_percentile_candidate\" = 1\nGROUP BY \"children\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CASE\\n WHEN \\\"rn\\\" >= 0.9 * \\\"cnt\\\" THEN 1\\n ELSE 0\\n END AS \\\"is_percentile_candidate\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"is_percentile_candidate\\\" = 1\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"4\", \"percentile_measure\": 39.71}, {\"children\": \"0\", \"percentile_measure\": 39.16}, {\"children\": \"1\", \"percentile_measure\": 38.83}, {\"children\": \"2\", \"percentile_measure\": 38.6}, {\"children\": \"3\", \"percentile_measure\": 38.06}, {\"children\": \"5\", \"percentile_measure\": 37.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccd57e1f9d653487cc0b7cad70a3610012c6a7c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:28:59.788310+00:00", + "ended_at": "2026-05-04T08:29:17.771032+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b3d1f814adbff842", + "problem_id": "v2p_m4_4338318a4bbeb02e", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b3d1f814adbff842.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b3d1f814adbff842", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 495, + "total_tokens": 22135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 298, + "estimated_total_tokens": 1848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17940.49, + "sql_execution_elapsed_ms_total": 11.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b3d1f814adbff842\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d3614aa23eca2c358498aceac0056034e8d8c8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:17.750110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17940.49, "started_at": "2026-05-04T08:28:59.790954+00:00", "ended_at": "2026-05-04T08:29:17.731489+00:00", "prompt_metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 1001, "bytes_utf8": 1001, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 495}, "stderr_preview": "2026-05-04T08:29:00.027914Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:02.516848Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9 * \\\"cnt\\\" THEN 1\\n ELSE 0\\n END AS \\\"is_percentile_candidate\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"is_percentile_candidate\\\" = 1\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank approximation for the 90th percentile of \\\"bmi\\\" within each \\\"children\\\" group.\""} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..791fb71ed1e4a90b65b2e2e32e334397021a62a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b3d1f814adbff842/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b3d1f814adbff842", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 495, + "total_tokens": 22135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 298, + "estimated_total_tokens": 1848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17940.49, + "sql_execution_elapsed_ms_total": 11.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b3d1f814adbff842\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..101f8580c73f823d23536710aec1d8e8be502e16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "male", "support": 1406, "support_share": 0.5072150072150072, "cumulative_support": 1406}, {"value_label": "female", "support": 1366, "support_share": 0.49278499278499277, "cumulative_support": 2772}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6ef55df251b1ce848ec6aed0ca010efb27479b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_b445fb4bf2c2f97a +-- problem_id: v2p_m4_534f5fb7a67dd3a0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sex" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "sex" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db8175665b75642bafc8d5f3e0513c3c22003887 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m4_b445fb4bf2c2f97a\n-- problem_id: v2p_m4_534f5fb7a67dd3a0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"sex\" AS value_label, COUNT(*) AS support\n FROM \"m4\"\n GROUP BY \"sex\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m4_b445fb4bf2c2f97a\\n-- problem_id: v2p_m4_534f5fb7a67dd3a0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"sex\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"male\", \"support\": 1406, \"support_share\": 0.5072150072150072, \"cumulative_support\": 1406}, {\"value_label\": \"female\", \"support\": 1366, \"support_share\": 0.49278499278499277, \"cumulative_support\": 2772}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69a2074f927d5d910cf0728189bb4f44ceb3ccf0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.123226+00:00", + "ended_at": "2026-05-04T08:37:47.128544+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b445fb4bf2c2f97a", + "problem_id": "v2p_m4_534f5fb7a67dd3a0", + "dataset_id": "m4", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=sex.", + "bindings": { + "group_col": "sex" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b445fb4bf2c2f97a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b445fb4bf2c2f97a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64f8a0911512b15451de437ea06b2503c60f6b38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5609, "bytes_utf8": 5609, "lines": 183, "estimated_tokens": 1618}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab2d507b0480568a1c7f77ee66d28dd6e62ba1a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b520910969932b94", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13420.03, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b520910969932b94\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9c1adc16e85e8b9a2d58845e8e20fd522726c54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:37.213799+00:00", + "ended_at": "2026-05-04T08:18:50.633437+00:00", + "elapsed_ms": 13420.03, + "prompt_metrics": { + "chars": 5609, + "bytes_utf8": 5609, + "lines": 183, + "estimated_tokens": 1618 + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 477, + "bytes_utf8": 477, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e99260a2acdd18cad47850c1cf3b9bb4e02943b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab51320c58126269c1a90eefd632b1fbe5390481 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-5ce3-78d0-bec8-b5c7d4b0cebf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=children, group_col_2=smoker, target_col=charges, target_value='12224.35085'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c67bd2e233fc7ddf190da1a43314f3e8adbccc51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=children, group_col_2=smoker, target_col=charges, target_value='12224.35085'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f64a189cdce9a83796d34a94d365812bed971f90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:37.460362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:39.858693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:49.829642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72494aa0bb199120592599b621fbfdf99960d7f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=smoker, target_col=charges. +Result preview: [{"children": "0", "smoker": "no", "target_rate": 0.004201680672268907}, {"children": "0", "smoker": "yes", "target_rate": 0.0}, {"children": "1", "smoker": "no", "target_rate": 0.0}, {"children": "1", "smoker": "yes", "target_rate": 0.0}, {"children": "2", "smoker": "no", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e7bba9f633671abb7f675e9d6715efa20148fc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_b520910969932b94 +-- problem_id: v2p_m4_0cc979d2f31acce5 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN "charges" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a227b119afef40b1b374a2a33f3fc2554971bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"smoker\", \"target_rate\"], \"rows\": [{\"children\": \"0\", \"smoker\": \"no\", \"target_rate\": 0.004201680672268907}, {\"children\": \"0\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4ff4f7ec612ed1bdd25ccfa87e97927d0183974 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:18:37.209744+00:00", + "ended_at": "2026-05-04T08:18:50.661197+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b520910969932b94", + "problem_id": "v2p_m4_0cc979d2f31acce5", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b520910969932b94.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b520910969932b94", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13420.03, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b520910969932b94\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d46d0bcbd3d6aec2bcc0f2361045357fbc23243 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b520910969932b94/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:50.650231+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13420.03, "started_at": "2026-05-04T08:18:37.213799+00:00", "ended_at": "2026-05-04T08:18:50.633437+00:00", "prompt_metrics": {"chars": 5609, "bytes_utf8": 5609, "lines": 183, "estimated_tokens": 1618}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:18:37.460362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:39.858693Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=sex.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sex", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbb932da9429509b62206e85e720a154b186fdaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-23d7-7820-a0aa-33d0bdc69686"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"sex\\\" and condition_col=\\\"sex\\\" on single table \\\"m4\\\". Numeric casting is only used for the ratio; source columns remain as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":188}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46651c570718a5f625f3c821ac12e81fbe2a6ddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"sex\" and condition_col=\"sex\" on single table \"m4\". Numeric casting is only used for the ratio; source columns remain as provided."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0937a11484d61925f6b17e77048af2ba376631ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:11.809671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:14.105288Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:25.809850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f237bb8a3451498761f3780a763ff26f89b3902 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=sex. +Result preview: [{"sex": "female", "condition_ratio": 0.0}, {"sex": "male", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..239f880462269c0244320b50deb2bd596a3e091f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_b762fdd770a14f74 +-- problem_id: v2p_m4_e71f3eef0c602afe +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..788d2bd686d3536bdd387fe7edd81ceb2a051a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sex\", \"condition_ratio\"], \"rows\": [{\"sex\": \"female\", \"condition_ratio\": 0.0}, {\"sex\": \"male\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd584558aa30c1d188b1d59e844e2a418544b9fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:16:11.600653+00:00", + "ended_at": "2026-05-04T08:16:26.585479+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b762fdd770a14f74", + "problem_id": "v2p_m4_e71f3eef0c602afe", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=sex.", + "bindings": { + "group_col": "sex", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b762fdd770a14f74.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b762fdd770a14f74", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 21998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 172, + "estimated_total_tokens": 1892, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14947.21, + "sql_execution_elapsed_ms_total": 3.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b762fdd770a14f74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b116979811aeaaac9227a07f34619c53eed1c6a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b762fdd770a14f74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:26.575086+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14947.21, "started_at": "2026-05-04T08:16:11.602913+00:00", "ended_at": "2026-05-04T08:16:26.550353+00:00", "prompt_metrics": {"chars": 6102, "bytes_utf8": 6102, "lines": 183, "estimated_tokens": 1720}, "response_metrics": {"chars": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 188}, "stderr_preview": "2026-05-04T08:16:11.809671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:14.105288Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e35ac06a0932b4c6cd327e90b3b1381b3338e990 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-81d5-7053-b70d-67b8536e57c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY CAST(\\\"bmi\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile on \\\"bmi\\\" by \\\"region\\\" with CAST(\\\"bmi\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":397}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..928a2fa9c92a2ea330b00b2287005b161dfb7ef5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"bmi\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"bmi\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"region\",\n \"bmi_value\" AS \"percentile_measure\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile on \"bmi\" by \"region\" with CAST(\"bmi\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c18399641b10fa25980e44350fda8a15aaa6b97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:09.976768Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:12.332458Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:24.361731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93b8d7377e8624be98243f9138afcd2c23dbce44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi. +Result preview: [{"region": "southeast", "percentile_measure": 44.77}, {"region": "northeast", "percentile_measure": 39.805}, {"region": "southwest", "percentile_measure": 39.7}, {"region": "northwest", "percentile_measure": 37.43}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0d925ab3301ca75a3b2b7f698b39b04effb9c54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_b9588f9bb829483b +-- problem_id: v2p_m4_8f1229288a50e9c3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("bmi" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" + WHERE "bmi" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "region", + "bmi_value" AS "percentile_measure", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT "region", "percentile_measure" +FROM "percentile_point" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff8ee72299b43f2d072e4f658ebbaaca354fc3b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"bmi\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"bmi\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"region\",\n \"bmi_value\" AS \"percentile_measure\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT \"region\", \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY CAST(\\\"bmi\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT \\\"region\\\", \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"southeast\", \"percentile_measure\": 44.77}, {\"region\": \"northeast\", \"percentile_measure\": 39.805}, {\"region\": \"southwest\", \"percentile_measure\": 39.7}, {\"region\": \"northwest\", \"percentile_measure\": 37.43}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..962c75a74fe44a97e479709894ddc13fdc4e8afe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:35:09.781186+00:00", + "ended_at": "2026-05-04T08:35:25.326446+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b9588f9bb829483b", + "problem_id": "v2p_m4_8f1229288a50e9c3", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b9588f9bb829483b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b9588f9bb829483b", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 397, + "total_tokens": 22037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 264, + "estimated_total_tokens": 1814, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15500.33, + "sql_execution_elapsed_ms_total": 12.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b9588f9bb829483b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92286bec755e1f98cb11f77157fcd4264a7e8731 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9588f9bb829483b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:25.304727+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15500.33, "started_at": "2026-05-04T08:35:09.783702+00:00", "ended_at": "2026-05-04T08:35:25.284014+00:00", "prompt_metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 857, "bytes_utf8": 857, "lines": 1, "estimated_tokens": 264}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 397}, "stderr_preview": "2026-05-04T08:35:09.976768Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:12.332458Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eff850ea0b2011494b200445a5563e9390405972 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-bea5-7e01-8ea1-5571384ecb51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"age\\\" and threshold 51.0. CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":19840,"output_tokens":193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb42a37cd262db00da017ee344b7300d405e3c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"age\" and threshold 51.0. CAST to REAL is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5495a60dc83c35e356dabceb66e1ec906f1f37ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:25.573515Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:28.107546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:38.239027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6305b0c2e9fc098b52099c45eb31b6eda10c82ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"empirical_cdf_at_threshold": 0.7554112554112554}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b141b9e2ff4c439448a0f549b81069ea6c0fd422 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_b98dc63ef39787f2 +-- problem_id: v2p_m4_57acf851e1f2c4c2 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89838cb22b65377a00f678d0511ce328b111a9d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7554112554112554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d9d996530d98dde8ee8ac799e904921f6c621d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:35:25.329840+00:00", + "ended_at": "2026-05-04T08:35:39.251892+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b98dc63ef39787f2", + "problem_id": "v2p_m4_57acf851e1f2c4c2", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b98dc63ef39787f2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b98dc63ef39787f2", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 19840, + "output_tokens": 193, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1596, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13870.79, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_b98dc63ef39787f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a6fe62ded394e819ef34bd30fc5d3bf19ac3f92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b98dc63ef39787f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:39.236185+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13870.79, "started_at": "2026-05-04T08:35:25.332963+00:00", "ended_at": "2026-05-04T08:35:39.203102+00:00", "prompt_metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21590, "cached_input_tokens": 19840, "output_tokens": 193}, "stderr_preview": "2026-05-04T08:35:25.573515Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:28.107546Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3df91b5bf0f209c8e91b5644b08794797f9efe4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_b9ffc0f41015c019\n-- problem_id: v2p_m4_61c857649a517ff6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"charges\",\n COUNT(*) AS support,\n AVG(\"bmi\") AS avg_response\nFROM \"m4\"\nGROUP BY \"charges\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_b9ffc0f41015c019\\n-- problem_id: v2p_m4_61c857649a517ff6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"charges\\\",\\n COUNT(*) AS support,\\n AVG(\\\"bmi\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"charges\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"charges\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..806d029179a1423ed6df8636cf27f5c4650ac92a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.228803+00:00", + "ended_at": "2026-05-04T08:37:47.235554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b9ffc0f41015c019", + "problem_id": "v2p_m4_61c857649a517ff6", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=bmi, key_col=charges.", + "bindings": { + "key_col": "charges", + "measure_col": "bmi", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_b9ffc0f41015c019.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a27a73ef8f61155b8d22c07f54166d2fa3dbd065 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5232, "bytes_utf8": 5232, "lines": 178, "estimated_tokens": 1503}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21591, "cached_input_tokens": 20864, "output_tokens": 132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f2192d4d2979eb83fc00a42171521b742d7fcd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba922325782eda03", + "api_calls": 0, + "input_tokens": 21591, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21723, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1503, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18344.8, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_ba922325782eda03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d05f2712dc52dfb94bbeed23660f14b7f1aa376 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:36:12.692590+00:00", + "ended_at": "2026-05-04T08:36:31.036672+00:00", + "elapsed_ms": 18344.8, + "prompt_metrics": { + "chars": 5232, + "bytes_utf8": 5232, + "lines": 178, + "estimated_tokens": 1503 + }, + "stdout_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 11610, + "bytes_utf8": 11610, + "lines": 30, + "estimated_tokens": 6506 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 21591, + "cached_input_tokens": 20864, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb7ad6d87d5f34cd70e3a6095c43148acef297a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "bmi", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a5312f1fb2c27dd5ce3af09fb1ed5cb9462b167 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-77a6-7061-a21b-afdbd243ec09"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"bmi\\\" and measure_threshold fixed at 34.77. CAST to REAL is required because the SQLite schema stores \\\"bmi\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21591,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f78c18927076283ed17d5e576fae34a69a6888a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"bmi\" and measure_threshold fixed at 34.77. CAST to REAL is required because the SQLite schema stores \"bmi\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54385361602b802981c53708db0f8361b7e336a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:36:12.896876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:15.298046Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:30.957346Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ed569a7cea03b246964429497baaccc9761b93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi. +Result preview: [{"empirical_cdf_at_threshold": 0.7503607503607503}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1cc2a11d7bda1487d7c10538592d35cda513238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_ba922325782eda03 +-- problem_id: v2p_m4_f90e6fcd996e7422 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff21cbe29c6908f69f7e98cb5000feada2169022 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7503607503607503}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f6b01c0b1e63369c792368cb6346772ff31b87f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:36:12.690180+00:00", + "ended_at": "2026-05-04T08:36:31.061036+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ba922325782eda03", + "problem_id": "v2p_m4_f90e6fcd996e7422", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_ba922325782eda03.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba922325782eda03", + "api_calls": 0, + "input_tokens": 21591, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21723, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1503, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18344.8, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_ba922325782eda03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cf5d8274611f25ffbe84cb8bece9d6e2cf10fa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba922325782eda03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:31.045584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18344.8, "started_at": "2026-05-04T08:36:12.692590+00:00", "ended_at": "2026-05-04T08:36:31.036672+00:00", "prompt_metrics": {"chars": 5232, "bytes_utf8": 5232, "lines": 178, "estimated_tokens": 1503}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21591, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:36:12.896876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:15.298046Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87042334e366cbbf020b322380a686cd170ed776 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-9449-7cd3-a588-c69721c0ff7c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca3d6769aad64beaa69c71fb92ccb62db0a233ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"children\", and measure_col=\"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3b415bc58842cb05e2126fc56f7751fbc3eae40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:02.783643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:05.126702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:12.236026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a531e1de5eec1bed2da0af1a7b316b0e6eb4a5a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ba9da7fe2e00ea92 +-- problem_id: v2p_m4_95d00220c60e72e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53f63458966c7175a24ae0f54092f9274c4b3acb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..134d5b64919c7b19a5b266d7483068a441d51cab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:20:59.193566+00:00", + "ended_at": "2026-05-04T08:21:13.083370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ba9da7fe2e00ea92", + "problem_id": "v2p_m4_95d00220c60e72e5", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_ba9da7fe2e00ea92.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba9da7fe2e00ea92", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13860.79, + "sql_execution_elapsed_ms_total": 3.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_ba9da7fe2e00ea92\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..754348f9b56e6c230c3225d782052bd47b1842fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:13.073188+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13860.79, "started_at": "2026-05-04T08:20:59.196039+00:00", "ended_at": "2026-05-04T08:21:13.055965+00:00", "prompt_metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21656, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:21:02.783643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:05.126702Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4abf7f195202e535dcab8f5a99358ff0ee51a97a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-9952-7b61-ac4d-1e03fbc06082"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with bindings group_col=children, group_col_2=region, and measure_col=bmi. Cast \\\"bmi\\\" from TEXT to REAL for a correct numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21657,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c20328303fc7c350dc8e0762229954e65fbdf454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with bindings group_col=children, group_col_2=region, and measure_col=bmi. Cast \"bmi\" from TEXT to REAL for a correct numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99052b2ffccb6e7f40f7eb887487860cc0ea06a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:09.537513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:11.867079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:19.364488Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b809edcf578d05754830e7c4a2f01984d184ef27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi. +Result preview: [{"children": "4", "region": "southeast", "avg_measure": 34.232}, {"children": "2", "region": "southeast", "avg_measure": 33.86742857142857}, {"children": "0", "region": "southeast", "avg_measure": 33.648666666666664}, {"children": "1", "region": "southeast", "avg_measure": 33.34851485148515}, {"children": "3", "region": "southeast", "avg_measure": 32.55694444444444}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..605b06b9a6c790657aa5a236e1128e56cc08ab10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_bbbc3959b75acdc2 +-- problem_id: v2p_m4_9f04763535329747 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1aaf6e40f9bc45a4e8de863443cae6a1061a15f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"region\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"region\": \"southeast\", \"avg_measure\": 34.232}, {\"children\": \"2\", \"region\": \"southeast\", \"avg_measure\": 33.86742857142857}, {\"children\": \"0\", \"region\": \"southeast\", \"avg_measure\": 33.648666666666664}, {\"children\": \"1\", \"region\": \"southeast\", \"avg_measure\": 33.34851485148515}, {\"children\": \"3\", \"region\": \"southeast\", \"avg_measure\": 32.55694444444444}, {\"children\": \"4\", \"region\": \"northeast\", \"avg_measure\": 32.42214285714286}, {\"children\": \"2\", \"region\": \"southwest\", \"avg_measure\": 32.166101694915255}, {\"children\": \"5\", \"region\": \"southeast\", \"avg_measure\": 31.368333333333336}, {\"children\": \"3\", \"region\": \"southwest\", \"avg_measure\": 31.32894736842105}, {\"children\": \"3\", \"region\": \"northwest\", \"avg_measure\": 30.37625}, {\"children\": \"0\", \"region\": \"southwest\", \"avg_measure\": 30.373287671232877}, {\"children\": \"1\", \"region\": \"northeast\", \"avg_measure\": 30.17392405063291}, {\"children\": \"4\", \"region\": \"northwest\", \"avg_measure\": 29.877499999999998}, {\"children\": \"1\", \"region\": \"southwest\", \"avg_measure\": 29.85185185185185}, {\"children\": \"4\", \"region\": \"southwest\", \"avg_measure\": 29.6}, {\"children\": \"2\", \"region\": \"northwest\", \"avg_measure\": 29.526567164179102}, {\"children\": \"5\", \"region\": \"northeast\", \"avg_measure\": 29.418333333333333}, {\"children\": \"0\", \"region\": \"northeast\", \"avg_measure\": 29.1252027027027}, {\"children\": \"0\", \"region\": \"northwest\", \"avg_measure\": 28.848097014925372}, {\"children\": \"1\", \"region\": \"northwest\", \"avg_measure\": 28.6292}, {\"children\": \"3\", \"region\": \"northeast\", \"avg_measure\": 28.33375}, {\"children\": \"5\", \"region\": \"southwest\", \"avg_measure\": 28.23}, {\"children\": \"2\", \"region\": \"northeast\", \"avg_measure\": 27.886153846153846}, {\"children\": \"5\", \"region\": \"northwest\", \"avg_measure\": 24.225}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fe8ebb828b2ed505ecf8db37611aa41d2c724a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:22:09.364237+00:00", + "ended_at": "2026-05-04T08:22:20.128260+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_bbbc3959b75acdc2", + "problem_id": "v2p_m4_9f04763535329747", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_bbbc3959b75acdc2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_bbbc3959b75acdc2", + "api_calls": 0, + "input_tokens": 21657, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 21781, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1567, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10730.47, + "sql_execution_elapsed_ms_total": 3.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_bbbc3959b75acdc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bb4c2dd01394827986f8d529625227739cd4932 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:20.117308+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10730.47, "started_at": "2026-05-04T08:22:09.366921+00:00", "ended_at": "2026-05-04T08:22:20.097845+00:00", "prompt_metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 182, "estimated_tokens": 1567}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21657, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:22:09.537513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:11.867079Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abddae07d201f675a931dba98fb5fee5fca26b1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-c617-7293-8b05-8374490779ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"age\\\". CAST(\\\"age\\\" AS REAL) is applied because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21614,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12829494500299c90af5f1fded425ee45daacdeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"smoker\" and measure_col bound to \"age\". CAST(\"age\" AS REAL) is applied because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70af91e7655655b58384a7ae6c5ba53670c98e76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:25.646819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:28.149973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:35.234057Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af99b1db015ccef4cca3763d2205eff4d56b1ebb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058}, {"smoker": "yes", "avg_measure": 38.46099290780142}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbf0f4945787df127d850091bb9ad08062525ff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_c0169d117794a1d3 +-- problem_id: v2p_m4_b9a2c4a91cd77ccc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fc6f7fbc251ac5f572e657fd48006ef98c8c17b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00075cb0ed99643cea70c625c494dac750e69c73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:11:25.462241+00:00", + "ended_at": "2026-05-04T08:11:35.986650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c0169d117794a1d3", + "problem_id": "v2p_m4_b9a2c4a91cd77ccc", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c0169d117794a1d3.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c0169d117794a1d3", + "api_calls": 0, + "input_tokens": 21614, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 21733, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1524, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1627, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10485.36, + "sql_execution_elapsed_ms_total": 9.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c0169d117794a1d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9434b81aa724e2107eff39b4035077492f034afd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0169d117794a1d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:35.969479+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10485.36, "started_at": "2026-05-04T08:11:25.463891+00:00", "ended_at": "2026-05-04T08:11:35.949327+00:00", "prompt_metrics": {"chars": 5375, "bytes_utf8": 5375, "lines": 180, "estimated_tokens": 1524}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21614, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:11:25.646819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:28.149973Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2793337823e3810b68ac2b226bbec1857da6e300 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_c07dfc5e2c2017b8\n-- problem_id: v2p_m4_39afe1fbf5a93a7f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"bmi\") AS avg_response\nFROM \"m4\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_c07dfc5e2c2017b8\\n-- problem_id: v2p_m4_39afe1fbf5a93a7f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"bmi\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"18\", \"support\": 148, \"avg_response\": 31.180608108108107}, {\"age\": \"19\", \"support\": 142, \"avg_response\": 28.431267605633803}, {\"age\": \"52\", \"support\": 62, \"avg_response\": 33.152419354838706}, {\"age\": \"47\", \"support\": 62, \"avg_response\": 31.311774193548384}, {\"age\": \"23\", \"support\": 62, \"avg_response\": 30.893064516129034}, {\"age\": \"45\", \"support\": 62, \"avg_response\": 29.825483870967744}, {\"age\": \"51\", \"support\": 60, \"avg_response\": 31.902833333333334}, {\"age\": \"54\", \"support\": 60, \"avg_response\": 31.399166666666666}, {\"age\": \"46\", \"support\": 60, \"avg_response\": 31.156166666666664}, {\"age\": \"22\", \"support\": 60, \"avg_response\": 30.7585}, {\"age\": \"26\", \"support\": 60, \"avg_response\": 30.158}, {\"age\": \"28\", \"support\": 60, \"avg_response\": 29.430333333333333}, {\"age\": \"21\", \"support\": 60, \"avg_response\": 28.549333333333333}, {\"age\": \"48\", \"support\": 58, \"avg_response\": 31.925689655172416}, {\"age\": \"50\", \"support\": 58, \"avg_response\": 31.132241379310347}, {\"age\": \"20\", \"support\": 58, \"avg_response\": 30.632758620689657}, {\"age\": \"53\", \"support\": 58, \"avg_response\": 30.33051724137931}, {\"age\": \"25\", \"support\": 58, \"avg_response\": 30.122758620689652}, {\"age\": \"27\", \"support\": 58, \"avg_response\": 29.774827586206897}, {\"age\": \"56\", \"support\": 56, \"avg_response\": 32.20517857142857}, {\"age\": \"32\", \"support\": 56, \"avg_response\": 31.869642857142857}, {\"age\": \"41\", \"support\": 56, \"avg_response\": 31.603392857142858}, {\"age\": \"44\", \"support\": 56, \"avg_response\": 30.804642857142856}, {\"age\": \"30\", \"support\": 56, \"avg_response\": 30.726964285714285}, {\"age\": \"49\", \"support\": 56, \"avg_response\": 30.31392857142857}, {\"age\": \"24\", \"support\": 56, \"avg_response\": 29.142678571428572}, {\"age\": \"33\", \"support\": 54, \"avg_response\": 31.09777777777778}, {\"age\": \"57\", \"support\": 54, \"avg_response\": 30.446481481481484}, {\"age\": \"42\", \"support\": 54, \"avg_response\": 30.32814814814815}, {\"age\": \"43\", \"support\": 54, \"avg_response\": 30.204444444444444}, {\"age\": \"40\", \"support\": 54, \"avg_response\": 30.139074074074074}, {\"age\": \"31\", \"support\": 54, \"avg_response\": 29.918333333333333}, {\"age\": \"39\", \"support\": 54, \"avg_response\": 29.795555555555556}, {\"age\": \"29\", \"support\": 54, \"avg_response\": 29.38314814814815}, {\"age\": \"58\", \"support\": 52, \"avg_response\": 32.545}, {\"age\": \"55\", \"support\": 52, \"avg_response\": 31.950000000000003}, {\"age\": \"37\", \"support\": 52, \"avg_response\": 30.88923076923077}, {\"age\": \"59\", \"support\": 52, \"avg_response\": 30.45384615384615}, {\"age\": \"34\", \"support\": 52, \"avg_response\": 30.27403846153846}, {\"age\": \"35\", \"support\": 50, \"avg_response\": 31.3948}, {\"age\": \"36\", \"support\": 50, \"avg_response\": 29.374200000000002}, {\"age\": \"38\", \"support\": 50, \"avg_response\": 28.996599999999997}, {\"age\": \"62\", \"support\": 48, \"avg_response\": 32.626666666666665}, {\"age\": \"64\", \"support\": 46, \"avg_response\": 33.14934782608695}, {\"age\": \"61\", \"support\": 46, \"avg_response\": 32.54826086956522}, {\"age\": \"63\", \"support\": 46, \"avg_response\": 31.923478260869565}, {\"age\": \"60\", \"support\": 46, \"avg_response\": 30.33282608695652}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bbe117877212d4a1ce46f11f933b9173168d0dba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.185431+00:00", + "ended_at": "2026-05-04T08:37:47.191304+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c07dfc5e2c2017b8", + "problem_id": "v2p_m4_39afe1fbf5a93a7f", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=bmi, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "bmi", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c07dfc5e2c2017b8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14f3176fa8c085bf6cd629a6130480bfb59acc6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5370, "bytes_utf8": 5370, "lines": 180, "estimated_tokens": 1523}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21613, "cached_input_tokens": 20864, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..68caaffb230e1d685b5327c9ac93bacc9246c74a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c07f90ee7d1533dc", + "api_calls": 0, + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1523, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10807.25, + "sql_execution_elapsed_ms_total": 9.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c07f90ee7d1533dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6dad72cb7dae75f822b338c6ff4e974d5087992 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:36.471302+00:00", + "ended_at": "2026-05-04T08:10:47.278648+00:00", + "elapsed_ms": 10807.25, + "prompt_metrics": { + "chars": 5370, + "bytes_utf8": 5370, + "lines": 180, + "estimated_tokens": 1523 + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d775850c8db49e85f88319c89cf6439e493e8a9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee53687a9e60337c1e85ef783e970a5b132372bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-06ba-7992-92b1-5c1c0e613a54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21613,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..886616617a37688a9312f34acbe23c14617daf4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0926473e916a0b2367480fe97720b951e5b438c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:36.653390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:39.040447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:46.225169Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0542664f50b389ae81b70cf44be9d79051b3ed13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "avg_measure": 30.960633001422476}, {"sex": "female", "avg_measure": 30.434472913616396}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..736b521db7dee5e9fbe934c179f0b0f0246ec319 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_c07f90ee7d1533dc +-- problem_id: v2p_m4_2db59a400a61be87 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5eaa454e24ce642114ecbc3d755ed8ce030d0e60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"avg_measure\": 30.960633001422476}, {\"sex\": \"female\", \"avg_measure\": 30.434472913616396}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed07532221f799b363fa935b6ba2f711dcaa39b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:10:36.469769+00:00", + "ended_at": "2026-05-04T08:10:47.313542+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c07f90ee7d1533dc", + "problem_id": "v2p_m4_2db59a400a61be87", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c07f90ee7d1533dc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c07f90ee7d1533dc", + "api_calls": 0, + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1523, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10807.25, + "sql_execution_elapsed_ms_total": 9.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c07f90ee7d1533dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ba6c97294f6e65eb3289e71e9559a0e7c7d22c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c07f90ee7d1533dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:47.295738+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10807.25, "started_at": "2026-05-04T08:10:36.471302+00:00", "ended_at": "2026-05-04T08:10:47.278648+00:00", "prompt_metrics": {"chars": 5370, "bytes_utf8": 5370, "lines": 180, "estimated_tokens": 1523}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21613, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:10:36.653390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:39.040447Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dd2c2f07b81fb246c693d724c34d2471be064f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-1f48-7cf2-bf5b-4e6f583fec7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and threshold 2.0. Cast \\\"children\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3269d56d1c98530a346c76b5fbbeaea9e0bdf09f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"children\" and threshold 2.0. Cast \"children\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea9afc346397f5fa348788e0792a50efd9f1eb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:50.267283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:52.871598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:00.290840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b8e447b8c8fb113b011f143357debd54bd905c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children. +Result preview: [{"empirical_cdf_at_threshold": 0.8492063492063492}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eee7f87d796715a17142a3cdeb87f7b9f6c76991 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_c0a369c9969d4ec2 +-- problem_id: v2p_m4_85b729cb67fc8371 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c1fcf7dd845a69e2be345bbd437f591d0a68b94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.8492063492063492}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5437e39e8b91658d7324db00f25b135bbe024f5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:35:50.066981+00:00", + "ended_at": "2026-05-04T08:36:01.127402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c0a369c9969d4ec2", + "problem_id": "v2p_m4_85b729cb67fc8371", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c0a369c9969d4ec2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c0a369c9969d4ec2", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11032.3, + "sql_execution_elapsed_ms_total": 1.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c0a369c9969d4ec2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9b552a59104e3570df44e9c3529ae8116a7d783 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c0a369c9969d4ec2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:01.117494+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11032.3, "started_at": "2026-05-04T08:35:50.069194+00:00", "ended_at": "2026-05-04T08:36:01.101536+00:00", "prompt_metrics": {"chars": 5240, "bytes_utf8": 5240, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:35:50.267283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:52.871598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36ecccdfc3ea7835e0a48723c11a5ab22df0a624 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df222-a31b-7f30-b27d-f9c6b8a35f73"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"age\\\" and measure_threshold fixed at 51.0. CAST to REAL is included because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..990b0bc74eebef4e4d90ed759314299923da82cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"age\" and measure_threshold fixed at 51.0. CAST to REAL is included because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..543889dd0dfeea68639d6b69ad14c1c61ae355ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T08:37:29.572067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:32.154759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:41.551864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:43.738170Z WARN sqlx::pool::acquire: acquired connection, but time to acquire exceeded slow threshold aquired_after_secs=3.4280428 slow_acquire_threshold_secs=2.0 diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6305b0c2e9fc098b52099c45eb31b6eda10c82ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"empirical_cdf_at_threshold": 0.7554112554112554}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7100130b5a9fc2eac4c07bf0ab35cf77bcb9d2a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_c421827720cb742b +-- problem_id: v2p_m4_d41aa9c0cdbc00c3 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..155c401d8f92c6a618d4c6c32479cfcf74ad81b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7554112554112554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8baf85039b435a09ab0bc4f073375578b4678436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:29.325650+00:00", + "ended_at": "2026-05-04T08:37:47.121041+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c421827720cb742b", + "problem_id": "v2p_m4_d41aa9c0cdbc00c3", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c421827720cb742b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c421827720cb742b", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21732, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1599, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17767.69, + "sql_execution_elapsed_ms_total": 1.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c421827720cb742b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47d7eda0f38c20a1f6dadfbc4a3d01d808264bbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c421827720cb742b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:47.111718+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17767.69, "started_at": "2026-05-04T08:37:29.327424+00:00", "ended_at": "2026-05-04T08:37:47.094930+00:00", "prompt_metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:37:29.572067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:32.154759Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72299ece9a14f502f6f322abd257418d1136a81f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-8105-7a83-9f11-8ff19fd72886"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=smoker, and target_col=charges exactly as bound. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e2dee081cee8be4ac69aa4b8e90c93078eb5d64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=smoker, and target_col=charges exactly as bound. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70e33a64ea0d924efc1cd203d0933e04f628b5cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:41.172354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:43.504062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:55.674425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab455fd3d4ecff75306aa088ac3fb24de9203c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "male", "smoker": "no", "target_rate": 0.0037243947858473}, {"sex": "female", "smoker": "no", "target_rate": 0.0}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8266f9c7a4a30e941e24a99e3573c980af8a08cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_c50a6078f9e88410 +-- problem_id: v2p_m4_28b5064865620971 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..625a62c2ed7edda33985ee9688e37bdba484fb8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0037243947858473}, {\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82a5b3f5de6c3f926611f736e02df8a1438c5987 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:17:41.005274+00:00", + "ended_at": "2026-05-04T08:17:56.402690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c50a6078f9e88410", + "problem_id": "v2p_m4_28b5064865620971", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c50a6078f9e88410.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c50a6078f9e88410", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 137, + "total_tokens": 21845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15368.14, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c50a6078f9e88410\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..518fd63ed76d3d7ad82ebc58f70297503b654eb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c50a6078f9e88410/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:56.392053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15368.14, "started_at": "2026-05-04T08:17:41.007537+00:00", "ended_at": "2026-05-04T08:17:56.375551+00:00", "prompt_metrics": {"chars": 5598, "bytes_utf8": 5598, "lines": 183, "estimated_tokens": 1618}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:17:41.172354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:43.504062Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi, condition_col=children.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea07b6be6db54b24747cda333c5d96318b788175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-167f-7401-87e5-33eb3f368a31"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"sex\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '0'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"bmi_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n MIN(\\\"bmi_num\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"sex\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"sex\\\" = \\\"percentiles\\\".\\\"sex\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.95 quantile by selecting the smallest BMI at or above the 95th-percentile rank within each sex for rows where children = '0'. BMI is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21713,"cached_input_tokens":3968,"output_tokens":685}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cb9018a0fe558d44d5cf68e16c1e02752e3e6d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"sex\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE \"children\" = '0'\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"bmi_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"sex\",\n MIN(\"bmi_num\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n GROUP BY \"sex\"\n)\nSELECT\n \"groups\".\"sex\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"sex\" = \"percentiles\".\"sex\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.95 quantile by selecting the smallest BMI at or above the 95th-percentile rank within each sex for rows where children = '0'. BMI is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..003e7f1ac1818c107bd5f31070be37a09f2ea1ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:58.187384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:00.717392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:18.400352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba9d6cb12f8dcc22f2cc7cb82c0a1da5a186f826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi, condition_col=children. +Result preview: [{"sex": "male", "conditional_percentile": 40.92}, {"sex": "female", "conditional_percentile": 40.26}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0619bdfa049463f95afcdd709917279dfd75bcd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/generated_sql.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_c61753476c74e2a7 +-- problem_id: v2p_m4_26bc5aad363169d7 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "sex" + FROM "m4" +), +"filtered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_num" + FROM "m4" + WHERE "children" = '0' + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "bmi_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "bmi_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "sex", + MIN("bmi_num") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST((("cnt" * 95) + 99) / 100 AS INTEGER) + GROUP BY "sex" +) +SELECT + "groups"."sex", + "percentiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "percentiles" + ON "groups"."sex" = "percentiles"."sex" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72e08bfe0c39e985633d17c41d702a78f7fa8725 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"sex\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE \"children\" = '0'\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"bmi_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"sex\",\n MIN(\"bmi_num\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n GROUP BY \"sex\"\n)\nSELECT\n \"groups\".\"sex\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"sex\" = \"percentiles\".\"sex\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"sex\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '0'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"bmi_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n MIN(\\\"bmi_num\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"sex\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"sex\\\" = \\\"percentiles\\\".\\\"sex\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"male\", \"conditional_percentile\": 40.92}, {\"sex\": \"female\", \"conditional_percentile\": 40.26}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adbca0bb35dd35bc3d765295dc5da6f10a720058 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:25:58.004486+00:00", + "ended_at": "2026-05-04T08:26:19.629329+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c61753476c74e2a7", + "problem_id": "v2p_m4_26bc5aad363169d7", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi, condition_col=children.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_c61753476c74e2a7.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c61753476c74e2a7", + "api_calls": 0, + "input_tokens": 21713, + "cached_input_tokens": 3968, + "output_tokens": 685, + "total_tokens": 22398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1623, + "estimated_output_tokens": 357, + "estimated_total_tokens": 1980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21590.67, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c61753476c74e2a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4d247a16a56d7bd16baa6d2b8bb23d00b0a9c9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:19.614896+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21590.67, "started_at": "2026-05-04T08:25:58.006663+00:00", "ended_at": "2026-05-04T08:26:19.597346+00:00", "prompt_metrics": {"chars": 5784, "bytes_utf8": 5784, "lines": 185, "estimated_tokens": 1623}, "response_metrics": {"chars": 1155, "bytes_utf8": 1155, "lines": 1, "estimated_tokens": 357}, "usage": {"input_tokens": 21713, "cached_input_tokens": 3968, "output_tokens": 685}, "stderr_preview": "2026-05-04T08:25:58.187384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:00.717392Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"sex\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"sex\\\" = \\\"percentiles\\\".\\\"sex\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.95 "} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70c8ffee16b0ab31658847ab5264f2b85f0bbe8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_c61753476c74e2a7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c61753476c74e2a7", + "api_calls": 0, + "input_tokens": 21713, + "cached_input_tokens": 3968, + "output_tokens": 685, + "total_tokens": 22398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1623, + "estimated_output_tokens": 357, + "estimated_total_tokens": 1980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21590.67, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_c61753476c74e2a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ddf135a210db7ca6b9f4362d1ee646c531de8f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5371, "bytes_utf8": 5371, "lines": 180, "estimated_tokens": 1521}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21611, "cached_input_tokens": 20864, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41aab8a4833b2a2d1003a5edbeb6b3356ca63782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cc28947566844b65", + "api_calls": 0, + "input_tokens": 21611, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1521, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1618, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11740.38, + "sql_execution_elapsed_ms_total": 9.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_cc28947566844b65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed4fa399ce04d754f0b1ad34602efd7c84d9f7e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:01.025959+00:00", + "ended_at": "2026-05-04T08:10:12.766283+00:00", + "elapsed_ms": 11740.38, + "prompt_metrics": { + "chars": 5371, + "bytes_utf8": 5371, + "lines": 180, + "estimated_tokens": 1521 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 21611, + "cached_input_tokens": 20864, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1737560325b510b93b82737d19e67ff136bfb5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15e1904c669b26ee2368fe588b2ec3e1b3002d96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-7c48-71a1-a6c5-c9d43b378c23"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"region\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"region\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"region\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21611,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbe4a59b4061c8bd5c58330b12539c7dce989412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"region\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"region\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"region\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..502679eb4dca85f89ec635aaae02d573ac718baf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:01.226890Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:03.571542Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:11.843654Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0bb080be545af39929c1edbed3343d4322cf627 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southwest", "avg_measure": 39.39766081871345}, {"region": "northeast", "avg_measure": 39.243161094224924}, {"region": "northwest", "avg_measure": 39.08132530120482}, {"region": "southeast", "avg_measure": 38.762402088772845}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..989edfd7f70e1beec890aecd57afa6ac34f8f0a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_cc28947566844b65 +-- problem_id: v2p_m4_d6705d2b4ed7fd7d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "region", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "region") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..521fa696c1a07c418bc0fbaad7836d843dab8f8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"region\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"region\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"region\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"region\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"region\", \"avg_measure\"], \"rows\": [{\"region\": \"southwest\", \"avg_measure\": 39.39766081871345}, {\"region\": \"northeast\", \"avg_measure\": 39.243161094224924}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0192c9f9f679a2b072b1a8fb6e57cc31ff6178aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:10:01.023149+00:00", + "ended_at": "2026-05-04T08:10:12.801511+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cc28947566844b65", + "problem_id": "v2p_m4_d6705d2b4ed7fd7d", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_cc28947566844b65.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cc28947566844b65", + "api_calls": 0, + "input_tokens": 21611, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1521, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1618, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11740.38, + "sql_execution_elapsed_ms_total": 9.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_cc28947566844b65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd4a4a6171dc7b1e5901624649607773732f1347 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cc28947566844b65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:12.784112+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11740.38, "started_at": "2026-05-04T08:10:01.025959+00:00", "ended_at": "2026-05-04T08:10:12.766283+00:00", "prompt_metrics": {"chars": 5371, "bytes_utf8": 5371, "lines": 180, "estimated_tokens": 1521}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21611, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:10:01.226890Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:03.571542Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b3241c69a5497843cfb6c0431ab100392f91c00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_cd245e384efc2a5c\n-- problem_id: v2p_m4_b9de23b389bc6aff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"bmi\",\n COUNT(*) AS support,\n AVG(\"children\") AS avg_response\nFROM \"m4\"\nGROUP BY \"bmi\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_cd245e384efc2a5c\\n-- problem_id: v2p_m4_b9de23b389bc6aff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"bmi\\\",\\n COUNT(*) AS support,\\n AVG(\\\"children\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"bmi\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"bmi\", \"support\", \"avg_response\"], \"rows\": [{\"bmi\": \"32.3\", \"support\": 26, \"avg_response\": 1.7692307692307692}, {\"bmi\": \"28.31\", \"support\": 18, \"avg_response\": 0.7777777777777778}, {\"bmi\": \"25.8\", \"support\": 16, \"avg_response\": 1.75}, {\"bmi\": \"30.875\", \"support\": 16, \"avg_response\": 1.625}, {\"bmi\": \"30.8\", \"support\": 16, \"avg_response\": 1.5}, {\"bmi\": \"30.495\", \"support\": 16, \"avg_response\": 1.375}, {\"bmi\": \"31.35\", \"support\": 16, \"avg_response\": 1.25}, {\"bmi\": \"33.33\", \"support\": 16, \"avg_response\": 1.25}, {\"bmi\": \"34.1\", \"support\": 16, \"avg_response\": 1.125}, {\"bmi\": \"28.88\", \"support\": 16, \"avg_response\": 0.875}, {\"bmi\": \"34.8\", \"support\": 14, \"avg_response\": 1.5714285714285714}, {\"bmi\": \"32.775\", \"support\": 14, \"avg_response\": 1.4285714285714286}, {\"bmi\": \"33.63\", \"support\": 14, \"avg_response\": 1.4285714285714286}, {\"bmi\": \"27.5\", \"support\": 14, \"avg_response\": 1.1428571428571428}, {\"bmi\": \"24.32\", \"support\": 14, \"avg_response\": 1.0}, {\"bmi\": \"27.645\", \"support\": 14, \"avg_response\": 1.0}, {\"bmi\": \"32.11\", \"support\": 14, \"avg_response\": 1.0}, {\"bmi\": \"27.36\", \"support\": 14, \"avg_response\": 0.8571428571428571}, {\"bmi\": \"35.2\", \"support\": 14, \"avg_response\": 0.8571428571428571}, {\"bmi\": \"38.06\", \"support\": 14, \"avg_response\": 0.8571428571428571}, {\"bmi\": \"25.46\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"bmi\": \"30.59\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"bmi\": \"30.115\", \"support\": 12, \"avg_response\": 2.0}, {\"bmi\": \"19.95\", \"support\": 12, \"avg_response\": 1.8333333333333333}, {\"bmi\": \"34.2\", \"support\": 12, \"avg_response\": 1.6666666666666667}, {\"bmi\": \"29.83\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"30.78\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"33\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"37.1\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"30.2\", \"support\": 12, \"avg_response\": 1.3333333333333333}, {\"bmi\": \"29.92\", \"support\": 12, \"avg_response\": 1.1666666666666667}, {\"bmi\": \"31.73\", \"support\": 12, \"avg_response\": 1.1666666666666667}, {\"bmi\": \"27.74\", \"support\": 12, \"avg_response\": 1.0}, {\"bmi\": \"35.3\", \"support\": 12, \"avg_response\": 0.8333333333333334}, {\"bmi\": \"42.13\", \"support\": 12, \"avg_response\": 0.8333333333333334}, {\"bmi\": \"28.595\", \"support\": 12, \"avg_response\": 0.6666666666666666}, {\"bmi\": \"26.41\", \"support\": 12, \"avg_response\": 0.5}, {\"bmi\": \"26.6\", \"support\": 12, \"avg_response\": 0.5}, {\"bmi\": \"23.21\", \"support\": 12, \"avg_response\": 0.3333333333333333}, {\"bmi\": \"25.175\", \"support\": 12, \"avg_response\": 0.3333333333333333}, {\"bmi\": \"26.03\", \"support\": 12, \"avg_response\": 0.3333333333333333}, {\"bmi\": \"35.53\", \"support\": 12, \"avg_response\": 0.0}, {\"bmi\": \"33.66\", \"support\": 10, \"avg_response\": 2.2}, {\"bmi\": \"29.64\", \"support\": 10, \"avg_response\": 2.0}, {\"bmi\": \"33.155\", \"support\": 10, \"avg_response\": 1.8}, {\"bmi\": \"26.695\", \"support\": 10, \"avg_response\": 1.6}, {\"bmi\": \"26.315\", \"support\": 10, \"avg_response\": 1.4}, {\"bmi\": \"28.215\", \"support\": 10, \"avg_response\": 1.4}, {\"bmi\": \"28.5\", \"support\": 10, \"avg_response\": 1.4}, {\"bmi\": \"29.7\", \"support\": 10, \"avg_response\": 1.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6bdaf3b6d58de3f4063e7e219b7fee61f7b1624 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:37:47.211628+00:00", + "ended_at": "2026-05-04T08:37:47.218501+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cd245e384efc2a5c", + "problem_id": "v2p_m4_b9de23b389bc6aff", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=children, key_col=bmi.", + "bindings": { + "key_col": "bmi", + "measure_col": "children", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_cd245e384efc2a5c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55c94b256eb8c7a96b4838d0e06d6dcdb8336a0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5294, "bytes_utf8": 5294, "lines": 180, "estimated_tokens": 1512}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..550342cbf28d818ead879650226e70c55fc7fb0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cdedd8c6bc404e65", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11185.38, + "sql_execution_elapsed_ms_total": 3.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_cdedd8c6bc404e65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f13d8c9f3ba8ee60d92739daba935594337e953 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:06:14.035061+00:00", + "ended_at": "2026-05-04T08:06:25.217367+00:00", + "elapsed_ms": 11185.38, + "prompt_metrics": { + "chars": 5294, + "bytes_utf8": 5294, + "lines": 180, + "estimated_tokens": 1512 + }, + "stdout_metrics": { + "chars": 694, + "bytes_utf8": 694, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..029eafd70e019597552084ddec4a39626f6959a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64023e366c0fd52172447149b5f5ff9749b31ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-0594-7c81-976c-b23889507963"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned template tpl_h2o_group_sum with group_col bound to \\\"children\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..637769795add2bc0300ce191f5aff80fd41d3b3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;","notes":"Used the planned template tpl_h2o_group_sum with group_col bound to \"children\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf7932c462c9b8d370f596d37d081606b8a17a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:14.236943Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:16.829289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:24.526088Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba2c3700fa587a254738031ec7f9625120b53262 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "0", "total_measure": 36325.41}, {"children": "1", "total_measure": 20634.26}, {"children": "2", "total_measure": 15393.76}, {"children": "3", "total_measure": 9907.92}, {"children": "4", "total_measure": 1628.36}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3092c40761239caa7367c82583ed52298d675ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_cdedd8c6bc404e65 +-- problem_id: v2p_m4_ebe984d8a1036f57 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..306ee0a30c85bd54abcbf923934f153c27436dd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"children\", \"total_measure\"], \"rows\": [{\"children\": \"0\", \"total_measure\": 36325.41}, {\"children\": \"1\", \"total_measure\": 20634.26}, {\"children\": \"2\", \"total_measure\": 15393.76}, {\"children\": \"3\", \"total_measure\": 9907.92}, {\"children\": \"4\", \"total_measure\": 1628.36}, {\"children\": \"5\", \"total_measure\": 1214.43}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fabd157bfc035a665b4c1dfe8c6f8b6463fe332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:06:14.031791+00:00", + "ended_at": "2026-05-04T08:06:25.255252+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cdedd8c6bc404e65", + "problem_id": "v2p_m4_ebe984d8a1036f57", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_cdedd8c6bc404e65.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cdedd8c6bc404e65", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11185.38, + "sql_execution_elapsed_ms_total": 3.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_cdedd8c6bc404e65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25e54c55b57700738b702f6aed245fd8b9339099 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cdedd8c6bc404e65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:06:25.240850+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11185.38, "started_at": "2026-05-04T08:06:14.035061+00:00", "ended_at": "2026-05-04T08:06:25.217367+00:00", "prompt_metrics": {"chars": 5294, "bytes_utf8": 5294, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:06:14.236943Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:16.829289Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7158ef67ac8db5d20ed8ec6307dff80eee741666 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-1a02-7463-ae8c-9e94975df683"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a correct SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45cf0dd78c25c1ba05303dc28123ae8a4d0e4e1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"children\", and measure_col=\"age\". Cast \"age\" from TEXT to REAL for a correct SQLite average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72b04b76841082e970918f19ef6f91d8fc7f0d20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:42.516692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:44.784581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:53.066644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15e9575f61d6c01a3abbd1abc47ddcd587ed5024 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ceb3d4698f168f3a +-- problem_id: v2p_m4_06a47d20259be27a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08a0a63589074ebe10ec523731186c28ee618cfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7008694fa8867734eaf67758b0744510c17566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:22:42.248715+00:00", + "ended_at": "2026-05-04T08:22:53.801295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ceb3d4698f168f3a", + "problem_id": "v2p_m4_06a47d20259be27a", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_ceb3d4698f168f3a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ceb3d4698f168f3a", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 21809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11523.19, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_ceb3d4698f168f3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b76104255a4872c1b0886aa9728f0553c7ee8c56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:53.790917+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11523.19, "started_at": "2026-05-04T08:22:42.250931+00:00", "ended_at": "2026-05-04T08:22:53.774547+00:00", "prompt_metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21656, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:22:42.516692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:44.784581Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bca0f81ea1ce7770569946735469840167565aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-cb4c-72a0-b1a0-115946070f3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n MAX(CAST(\\\"children\\\" AS REAL)) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because group_col and measure_col are both bound to \\\"children\\\", the 95th percentile within each group equals that group's children value, so MAX(CAST(\\\"children\\\" AS REAL)) is an equivalent SQLite-compatible substitute.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":19840,"output_tokens":337}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d9047328d0c7069c1e43555acb19a57389ad061 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n MAX(CAST(\"children\" AS REAL)) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because group_col and measure_col are both bound to \"children\", the 95th percentile within each group equals that group's children value, so MAX(CAST(\"children\" AS REAL)) is an equivalent SQLite-compatible substitute."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..736dbbbeb621a79105dbf750a3f83d77f1eeded2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:17.693453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:20.002450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:32.534460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c001560159b1d3ab6da83cc5fbd7d091876445b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "percentile_measure": 5.0}, {"children": "4", "percentile_measure": 4.0}, {"children": "3", "percentile_measure": 3.0}, {"children": "2", "percentile_measure": 2.0}, {"children": "1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..830db7c7635127e7e36a44d1d96bb452291c27bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_cec3fa53219f18f5 +-- problem_id: v2p_m4_3298b2760cc25762 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + MAX(CAST("children" AS REAL)) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7fd8a1ef3ef2e49bd808eae7da9ef12045ec7a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n MAX(CAST(\"children\" AS REAL)) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n MAX(CAST(\\\"children\\\" AS REAL)) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"5\", \"percentile_measure\": 5.0}, {\"children\": \"4\", \"percentile_measure\": 4.0}, {\"children\": \"3\", \"percentile_measure\": 3.0}, {\"children\": \"2\", \"percentile_measure\": 2.0}, {\"children\": \"1\", \"percentile_measure\": 1.0}, {\"children\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd375345b41930e5fdeb015fd8c94e1ca8463181 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:33:17.496418+00:00", + "ended_at": "2026-05-04T08:33:33.440400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cec3fa53219f18f5", + "problem_id": "v2p_m4_3298b2760cc25762", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_cec3fa53219f18f5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cec3fa53219f18f5", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 19840, + "output_tokens": 337, + "total_tokens": 21976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15911.38, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_cec3fa53219f18f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3d7a1a88acd3d418d2d6486913d33bfa6fc02d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cec3fa53219f18f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:33.430603+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15911.38, "started_at": "2026-05-04T08:33:17.498473+00:00", "ended_at": "2026-05-04T08:33:33.409637+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21639, "cached_input_tokens": 19840, "output_tokens": 337}, "stderr_preview": "2026-05-04T08:33:17.693453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:20.002450Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0b93162ca3c76e1d3b3ba95f38835e04a573e76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-0988-7e52-88e1-2e4f7327f65b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n p.\\\"smoker\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) * (p.\\\"upper_rn\\\" - p.\\\"pos\\\") +\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) * (p.\\\"pos\\\" - p.\\\"lower_rn\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS p\\nJOIN \\\"ranked\\\" AS r\\n ON r.\\\"smoker\\\" = p.\\\"smoker\\\"\\nGROUP BY p.\\\"smoker\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-percentile template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Since SQLite lacks PERCENTILE_CONT and the source columns are TEXT, this emulates the 0.95 continuous percentile per smoker group via window functions and linear interpolation after casting \\\"age\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":989}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7454c23c971d71d1a89b79ae2ef0b485de68dd84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"params\" AS (\n SELECT DISTINCT\n \"smoker\",\n (1.0 + (\"cnt\" - 1) * 0.95) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) = CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n p.\"smoker\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) * (p.\"upper_rn\" - p.\"pos\") +\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) * (p.\"pos\" - p.\"lower_rn\")\n END AS \"percentile_measure\"\nFROM \"params\" AS p\nJOIN \"ranked\" AS r\n ON r.\"smoker\" = p.\"smoker\"\nGROUP BY p.\"smoker\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped-percentile template with group_col=\"smoker\" and measure_col=\"age\". Since SQLite lacks PERCENTILE_CONT and the source columns are TEXT, this emulates the 0.95 continuous percentile per smoker group via window functions and linear interpolation after casting \"age\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57c2cf96830fcca01e20e25e1019fa6aea5542bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:33.623888Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:36.005279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:59.947765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d99c1ea7179d1a0b0cfbb9e87ec84ddc1b4976e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "yes", "percentile_measure": 62.0}, {"smoker": "no", "percentile_measure": 61.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..edce2cd21cd8842e2c6008b1223587eac3ee5b4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/generated_sql.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_cfe8b8a8dc3cc849 +-- problem_id: v2p_m4_fb4c7f03129de2a3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "age" IS NOT NULL +), +"params" AS ( + SELECT DISTINCT + "smoker", + (1.0 + ("cnt" - 1) * 0.95) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.95) = CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +) +SELECT + p."smoker", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) + ELSE + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) * (p."upper_rn" - p."pos") + + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) * (p."pos" - p."lower_rn") + END AS "percentile_measure" +FROM "params" AS p +JOIN "ranked" AS r + ON r."smoker" = p."smoker" +GROUP BY p."smoker" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0837c462e8250d8997429c2464201fd6566e190b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"params\" AS (\n SELECT DISTINCT\n \"smoker\",\n (1.0 + (\"cnt\" - 1) * 0.95) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) = CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n p.\"smoker\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) * (p.\"upper_rn\" - p.\"pos\") +\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) * (p.\"pos\" - p.\"lower_rn\")\n END AS \"percentile_measure\"\nFROM \"params\" AS p\nJOIN \"ranked\" AS r\n ON r.\"smoker\" = p.\"smoker\"\nGROUP BY p.\"smoker\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n p.\\\"smoker\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) * (p.\\\"upper_rn\\\" - p.\\\"pos\\\") +\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) * (p.\\\"pos\\\" - p.\\\"lower_rn\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS p\\nJOIN \\\"ranked\\\" AS r\\n ON r.\\\"smoker\\\" = p.\\\"smoker\\\"\\nGROUP BY p.\\\"smoker\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"yes\", \"percentile_measure\": 62.0}, {\"smoker\": \"no\", \"percentile_measure\": 61.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d47ac338f157ae12a1c65d98351dc524aecf8c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:33:33.443171+00:00", + "ended_at": "2026-05-04T08:34:00.742858+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cfe8b8a8dc3cc849", + "problem_id": "v2p_m4_fb4c7f03129de2a3", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_cfe8b8a8dc3cc849.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cfe8b8a8dc3cc849", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 989, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 577, + "estimated_total_tokens": 2128, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27251.59, + "sql_execution_elapsed_ms_total": 16.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_cfe8b8a8dc3cc849\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edaf42c55fcc1002d73d6e461ff163e1567cb968 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_cfe8b8a8dc3cc849/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:00.718496+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27251.59, "started_at": "2026-05-04T08:33:33.447096+00:00", "ended_at": "2026-05-04T08:34:00.699194+00:00", "prompt_metrics": {"chars": 5469, "bytes_utf8": 5469, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 1696, "bytes_utf8": 1696, "lines": 1, "estimated_tokens": 577}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 989}, "stderr_preview": "2026-05-04T08:33:33.623888Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:36.005279Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a844e65c2ebd348420ce7922936ee7ee6c57dd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-9e7d-7bd0-88ad-852984a5c25b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"smoker\\\" and predicate on \\\"age\\\" >= 51.0. CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21651,"cached_input_tokens":3456,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e87aafdbf716acc26ece9fa6afabd9c4acfd425 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the required Filtered Top-k Group Count template with group_col bound to \"smoker\" and predicate on \"age\" >= 51.0. CAST was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..357882503192a2157fd01ae56f8c9c4fc91b47d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:20.153769Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:22.850694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:30.931595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0f2328d3384b58747b03c4e3972c642b887672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 606}, {"smoker": "yes", "support": 132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8446e60443989beb4f08c38f0486b3dae5830cea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d0803422a6a94a9b +-- problem_id: v2p_m4_74d2113c954d2f7c +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c9d214fb006c975d483cc21738354cb638fedf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 606}, {\"smoker\": \"yes\", \"support\": 132}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bec1a1a2338f3e35f046eb37e8f73b423f48b0b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:00:19.970534+00:00", + "ended_at": "2026-05-04T08:00:32.258703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d0803422a6a94a9b", + "problem_id": "v2p_m4_74d2113c954d2f7c", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_d0803422a6a94a9b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d0803422a6a94a9b", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 3456, + "output_tokens": 127, + "total_tokens": 21778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12258.5, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d0803422a6a94a9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e47233e5841ac090bb0b2ae9d55450cd4e29b323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:32.249644+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12258.5, "started_at": "2026-05-04T08:00:19.972631+00:00", "ended_at": "2026-05-04T08:00:32.231662+00:00", "prompt_metrics": {"chars": 5479, "bytes_utf8": 5479, "lines": 182, "estimated_tokens": 1563}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21651, "cached_input_tokens": 3456, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:00:20.153769Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:22.850694Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 51.0\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"smoker\\\" and predicate on \\\"age\\\" >= 51.0. CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc222f55dbd0a121380168f426280ad684e8d695 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0803422a6a94a9b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d0803422a6a94a9b", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 3456, + "output_tokens": 127, + "total_tokens": 21778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12258.5, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d0803422a6a94a9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c4db49121b2b967c584081ea0e5ce1c9d1d0e48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6108, "bytes_utf8": 6108, "lines": 183, "estimated_tokens": 1720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 181}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 197}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..520a55dd499cd363e8307ae769d34cd8c4038f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d0f47e9d9bda1ef5", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 22007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 181, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13477.43, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d0f47e9d9bda1ef5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..475594ad9885b8a7fd30ae7aec632d50b16d3e5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:26.593707+00:00", + "ended_at": "2026-05-04T08:16:40.071135+00:00", + "elapsed_ms": 13477.43, + "prompt_metrics": { + "chars": 6108, + "bytes_utf8": 6108, + "lines": 183, + "estimated_tokens": 1720 + }, + "stdout_metrics": { + "chars": 1076, + "bytes_utf8": 1076, + "lines": 4, + "estimated_tokens": 296 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 1, + "estimated_tokens": 181 + }, + "usage": { + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0f694f6d032e3cccc66b126682c70514b0a91f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5323c2c5eb0b8d4f8633f07acb4520da651a8dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-5e5e-7453-a929-0445d742b523"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template exactly with bound roles group_col=\\\"children\\\" and condition_col=\\\"children\\\", comparing children='0' vs children='1'. Identifiers are double-quoted and string-valued TEXT columns are compared with single-quoted literals.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":197}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d1dbe6e170b0db515d8e2eed594a316ab35c0d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template exactly with bound roles group_col=\"children\" and condition_col=\"children\", comparing children='0' vs children='1'. Identifiers are double-quoted and string-valued TEXT columns are compared with single-quoted literals."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..014cc2974c040e66e21af79763821f6cb62c2e52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:26.777708Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:31.568343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:39.396326Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..630b6ea47e67de7302301100e9417c8f063f63e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "1", "condition_ratio": 0.0}, {"children": "0", "condition_ratio": null}, {"children": "2", "condition_ratio": null}, {"children": "3", "condition_ratio": null}, {"children": "4", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f2a2d0f9134c7dd55fd447539ef70200f4ff5b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_d0f47e9d9bda1ef5 +-- problem_id: v2p_m4_8c40b5e074da555a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec492a3b1b070359048a1d1e269b882a091a403c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"children\", \"condition_ratio\"], \"rows\": [{\"children\": \"1\", \"condition_ratio\": 0.0}, {\"children\": \"0\", \"condition_ratio\": null}, {\"children\": \"2\", \"condition_ratio\": null}, {\"children\": \"3\", \"condition_ratio\": null}, {\"children\": \"4\", \"condition_ratio\": null}, {\"children\": \"5\", \"condition_ratio\": null}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2dede217c349841e06f1741df6f49a35b6cac44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:16:26.591387+00:00", + "ended_at": "2026-05-04T08:16:40.097408+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d0f47e9d9bda1ef5", + "problem_id": "v2p_m4_8c40b5e074da555a", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_d0f47e9d9bda1ef5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d0f47e9d9bda1ef5", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 22007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 181, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13477.43, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d0f47e9d9bda1ef5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54e5772a9fbd6257e31699410f13aafeae6f8439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d0f47e9d9bda1ef5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:40.088368+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13477.43, "started_at": "2026-05-04T08:16:26.593707+00:00", "ended_at": "2026-05-04T08:16:40.071135+00:00", "prompt_metrics": {"chars": 6108, "bytes_utf8": 6108, "lines": 183, "estimated_tokens": 1720}, "response_metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 181}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 197}, "stderr_preview": "2026-05-04T08:16:26.777708Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:31.568343Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dda22b33f4305b04130f04597ef06539d8e1adfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-8234-7c93-ad5c-96919247ada2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"children\\\" and condition_col bound to \\\"charges\\\". Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the bound condition value was compared as a quoted literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f5b6d799cf17e479620f5fd39c6ce3ebe5395ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"children\" and condition_col bound to \"charges\". Since \"charges\" is stored as TEXT in the schema snapshot, the bound condition value was compared as a quoted literal."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dff13d3f4def0610c1c547c007323c81e6ec90a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:24.861302Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:27.144503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:34.474688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..411969b806170c41cfad6af3ac4af46f26b6d5bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=charges. +Result preview: [{"children": "0", "condition_rate": 0.003372681281618887}, {"children": "5", "condition_rate": 0.0}, {"children": "4", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d96c3117e79d682d9b4a21502bfb5725ebd5de7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_d25617012c40e1f3 +-- problem_id: v2p_m4_473cef980018d51b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..785e06945dcb6e80ec23391a2541248268eb5dd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"0\", \"condition_rate\": 0.003372681281618887}, {\"children\": \"5\", \"condition_rate\": 0.0}, {\"children\": \"4\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"2\", \"condition_rate\": 0.0}, {\"children\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..261a963324e9b0917dbdd84379405c6aa9fab34c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:14:24.685758+00:00", + "ended_at": "2026-05-04T08:14:35.543825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d25617012c40e1f3", + "problem_id": "v2p_m4_473cef980018d51b", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=charges.", + "bindings": { + "group_col": "children", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_d25617012c40e1f3.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d25617012c40e1f3", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10826.04, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d25617012c40e1f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4033e7bfd05d17d4b62656801a8bdc281e4a86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d25617012c40e1f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:35.534297+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10826.04, "started_at": "2026-05-04T08:14:24.689305+00:00", "ended_at": "2026-05-04T08:14:35.515479+00:00", "prompt_metrics": {"chars": 5567, "bytes_utf8": 5567, "lines": 183, "estimated_tokens": 1582}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21672, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:14:24.861302Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:27.144503Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..488db00e699d33681ffeba837910a6bc4c7fa283 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-4fea-7010-9617-1781d6e41c63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e6eb09634b62f4d074db427a98607b399b85dd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"region\" and measure_col=\"age\". CAST was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3caad451efd664fef0f00e9c642b1089407a781 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:22.233146Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:24.582435Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:32.194708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9981f31524865e3d245d0e28cb13130910af1ff7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southwest", "avg_measure": 39.39766081871345}, {"region": "northeast", "avg_measure": 39.243161094224924}, {"region": "northwest", "avg_measure": 39.08132530120482}, {"region": "southeast", "avg_measure": 38.762402088772845}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da8a6c121703c46e8d2ee3da76282b9ed80355fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_d5b275a3e056862c +-- problem_id: v2p_m4_7a3e2844fe505852 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6660b1efa2d444efa8f80721538543fdc2c37473 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"region\", \"avg_measure\"], \"rows\": [{\"region\": \"southwest\", \"avg_measure\": 39.39766081871345}, {\"region\": \"northeast\", \"avg_measure\": 39.243161094224924}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb992643767ed7229303541b98c51aee053f5c42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:04:18.468783+00:00", + "ended_at": "2026-05-04T08:04:33.267063+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d5b275a3e056862c", + "problem_id": "v2p_m4_7a3e2844fe505852", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_d5b275a3e056862c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d5b275a3e056862c", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 104, + "total_tokens": 21705, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1599, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14771.9, + "sql_execution_elapsed_ms_total": 1.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d5b275a3e056862c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd849e6dc604215942d2efea43dfb0fa23a928f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d5b275a3e056862c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:33.259121+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14771.9, "started_at": "2026-05-04T08:04:18.470528+00:00", "ended_at": "2026-05-04T08:04:33.242627+00:00", "prompt_metrics": {"chars": 5300, "bytes_utf8": 5300, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 104}, "stderr_preview": "2026-05-04T08:04:22.233146Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:24.582435Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fece9dd30a5ccea605e4d269d8753150045a2ef9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-ac94-7da1-b303-2f9603559f0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"smoker\\\" and condition_col bound to \\\"children\\\", measuring the within-group proportion of rows where children = 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21665,"cached_input_tokens":20864,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3c615c30ed31d3a2ea948d3dedd8aeda21457c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"smoker\" and condition_col bound to \"children\", measuring the within-group proportion of rows where children = 0."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6896f12aae73401fca650cbe378ef3289ef2cfcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:24.655282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:27.075009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:35.098666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7999d0288b8e0f9c681cce68c414389ca9da13e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=children. +Result preview: [{"smoker": "no", "condition_rate": 0.4311594202898551}, {"smoker": "yes", "condition_rate": 0.4148936170212766}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..965c6fcef6e48391ff7b6661d85cb2138f716470 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_d69e02e0b852410d +-- problem_id: v2p_m4_c4221a85830ad38d +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40f25e4f3fc08133bd79d8a05baef7496a3b0eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"no\", \"condition_rate\": 0.4311594202898551}, {\"smoker\": \"yes\", \"condition_rate\": 0.4148936170212766}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea0d6f933617588f9e75e22dec63de3b0b9b8975 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:12:24.475753+00:00", + "ended_at": "2026-05-04T08:12:35.850867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d69e02e0b852410d", + "problem_id": "v2p_m4_c4221a85830ad38d", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=children.", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_d69e02e0b852410d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d69e02e0b852410d", + "api_calls": 0, + "input_tokens": 21665, + "cached_input_tokens": 20864, + "output_tokens": 121, + "total_tokens": 21786, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1575, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11347.48, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d69e02e0b852410d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ac652eafb29643299d4218a62055b556c90f9fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d69e02e0b852410d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:35.840985+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11347.48, "started_at": "2026-05-04T08:12:24.477322+00:00", "ended_at": "2026-05-04T08:12:35.824995+00:00", "prompt_metrics": {"chars": 5549, "bytes_utf8": 5549, "lines": 183, "estimated_tokens": 1575}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21665, "cached_input_tokens": 20864, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:12:24.655282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:27.075009Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28a9eba4765e397986235bbb697a9a556434e5c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-1f29-7353-abde-427201ac04b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"sex\\\" and condition_col bound to \\\"charges\\\". Since the schema stores values as TEXT and the template compares equality, the condition value is quoted as a text literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21671,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7824e783786bd1fb444c8743af22d691323dd11d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"sex\" and condition_col bound to \"charges\". Since the schema stores values as TEXT and the template compares equality, the condition value is quoted as a text literal."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cddbeb72774c5f5f370641a70e24fae310e6754 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:48.454999Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:50.798743Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:58.670882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb11764d39404d3363a58b67cb9e303fca89f91a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=charges. +Result preview: [{"sex": "male", "condition_rate": 0.002844950213371266}, {"sex": "female", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e068005b4011dad29d83756c0f9966dfb800f51b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_d8cb95d7e159b41e +-- problem_id: v2p_m4_664e64e2b0c52b17 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c3b17565c435d935e6820cfe8660ca2abda57b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"male\", \"condition_rate\": 0.002844950213371266}, {\"sex\": \"female\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59af44c0cb162252ad5524ad2ae9d7d7ba879a85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:11:48.243718+00:00", + "ended_at": "2026-05-04T08:11:59.207316+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d8cb95d7e159b41e", + "problem_id": "v2p_m4_664e64e2b0c52b17", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=charges.", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_d8cb95d7e159b41e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d8cb95d7e159b41e", + "api_calls": 0, + "input_tokens": 21671, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1581, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1697, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10924.25, + "sql_execution_elapsed_ms_total": 2.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_d8cb95d7e159b41e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89adb106a1b26dc1b07cd16229b12d908ad263a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_d8cb95d7e159b41e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:59.193677+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10924.25, "started_at": "2026-05-04T08:11:48.246702+00:00", "ended_at": "2026-05-04T08:11:59.170469+00:00", "prompt_metrics": {"chars": 5562, "bytes_utf8": 5562, "lines": 183, "estimated_tokens": 1581}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21671, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:11:48.454999Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:50.798743Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..809e49cceabb3fe96e9ea1cad2cc6bb5dd6bfd46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-4b10-73b3-a91e-b25212dcb16e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned template tpl_h2o_group_sum with group_col bound to \\\"sex\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..264b16fa8e6a29645e82c1664eea36d996e63808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;","notes":"Used the planned template tpl_h2o_group_sum with group_col bound to \"sex\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84986d2f373dde34e39219e541818dc768288891 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:37.549674Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:40.005596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:50.123581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a0b099b11550e91eb770895a75a75252b0fe588 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "total_measure": 43530.65}, {"sex": "female", "total_measure": 41573.49}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8ccf54eb53a7aff7f553855c691e663499308b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_da077e66d9b93718 +-- problem_id: v2p_m4_1758b37e220ee18a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f92e2d0e25be6c37ef21dea6574c7560d6ccc88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"sex\", \"total_measure\"], \"rows\": [{\"sex\": \"male\", \"total_measure\": 43530.65}, {\"sex\": \"female\", \"total_measure\": 41573.49}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a22456570adb042219ac2009c408f1c0e04fa6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:07:37.364067+00:00", + "ended_at": "2026-05-04T08:07:50.908024+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_da077e66d9b93718", + "problem_id": "v2p_m4_1758b37e220ee18a", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_da077e66d9b93718.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_da077e66d9b93718", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13510.6, + "sql_execution_elapsed_ms_total": 2.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_da077e66d9b93718\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..678cd76d9e388d201d6daf0253e7bff9dff9c7fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_da077e66d9b93718/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:50.895885+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13510.6, "started_at": "2026-05-04T08:07:37.366921+00:00", "ended_at": "2026-05-04T08:07:50.877289+00:00", "prompt_metrics": {"chars": 5286, "bytes_utf8": 5286, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21602, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:07:37.549674Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:40.005596Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..400978a025a44f63919457c1a0efe6ef6ab7a404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,189 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34d2e2f2396ae763dc8a08b9e449ef180358c607 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-719c-7140-93d3-d982cdd21a8f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with CEIL(0.95 * count) to return the empirical 95th percentile of non-smoker ages within each sex group. \\\"age\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21714,"cached_input_tokens":19840,"output_tokens":368}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c9f39fdfc1149cce4a943f094b40e2f7136fca9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with CEIL(0.95 * count) to return the empirical 95th percentile of non-smoker ages within each sex group. \"age\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..144426686fa2029d31875dd4b00985d65040d6e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-bb9c-7d62-887e-892cd62cee86"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\nEND\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL() with an equivalent CASE expression that computes the 95th-percentile rank index using only SQLite-supported operations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21951,"cached_input_tokens":19840,"output_tokens":499}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aaaf3ed7caad39f7987ef4230a4c05bbf36a8f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\nEND\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL() with an equivalent CASE expression that computes the 95th-percentile rank index using only SQLite-supported operations."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b356edbdc1f7be0c65d740883a2399efb9a34dfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:04.919881Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:07.227613Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:22.765865Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef912089bb5f8717e9895de7e72b9256849d3ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:23.868387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:26.255432Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:40.971880Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d03f4b33feb58d0c3c9023a55e657f0caf7e75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=smoker. +Result preview: [{"sex": "female", "conditional_percentile": 61.0}, {"sex": "male", "conditional_percentile": 61.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a98b0a4d40b202229f37c042ea94744dc76a24ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_dc4585cf9bb50de5 +-- problem_id: v2p_m4_634f3dcff2e4b25e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_num" + FROM "m4" + WHERE "smoker" = 'no' + AND "sex" IS NOT NULL + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +) +SELECT + "sex", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..618ad0b4cbe55d1ace571065c7b5f2b205b5c17f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n AND \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\nEND\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n AND \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\nEND\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"female\", \"conditional_percentile\": 61.0}, {\"sex\": \"male\", \"conditional_percentile\": 61.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eebc63a0bcd70d06607882ee2aea8ef68f46dcff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:23:04.724415+00:00", + "ended_at": "2026-05-04T08:23:41.866253+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_dc4585cf9bb50de5", + "problem_id": "v2p_m4_634f3dcff2e4b25e", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=smoker.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_dc4585cf9bb50de5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_dc4585cf9bb50de5", + "api_calls": 0, + "input_tokens": 43665, + "cached_input_tokens": 39680, + "output_tokens": 867, + "total_tokens": 44532, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3485, + "estimated_output_tokens": 542, + "estimated_total_tokens": 4027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37083.58, + "sql_execution_elapsed_ms_total": 8.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_dc4585cf9bb50de5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4cd64979d39335e1b72c53504a6fb2f74fd0602 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dc4585cf9bb50de5/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:23:23.668918+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18923.69, "started_at": "2026-05-04T08:23:04.725030+00:00", "ended_at": "2026-05-04T08:23:23.650211+00:00", "prompt_metrics": {"chars": 5783, "bytes_utf8": 5783, "lines": 185, "estimated_tokens": 1624}, "response_metrics": {"chars": 860, "bytes_utf8": 860, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 21714, "cached_input_tokens": 19840, "output_tokens": 368}, "stderr_preview": "2026-05-04T08:23:04.919881Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:07.227613Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a58223b1cb57bce5a8f937e4daff52cf784f094 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-88a1-72c1-8641-b74b82a14068"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". Cast \\\"children\\\" from TEXT to NUMERIC for correct SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e2c478d8641b7d7440e9aaa5d5a367c84c76c9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col bound to \"smoker\" and measure_col bound to \"children\". Cast \"children\" from TEXT to NUMERIC for correct SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea50bb2a23f237f5f3753233f9f3f288fa81df12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:47.773144Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:50.283934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:02.295169Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba79f3fb341c7e8ff56e1942cd05fe86b0e60a92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "total_measure": 2424}, {"smoker": "yes", "total_measure": 630}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e15268c4d2ffbae9a1c2f3b4735e6aec4cc896b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_dd2d7bad0da21a77 +-- problem_id: v2p_m4_180d5feea2a41ef7 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d71595f61731b25089616d50043a1699107f265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"smoker\", \"total_measure\"], \"rows\": [{\"smoker\": \"no\", \"total_measure\": 2424}, {\"smoker\": \"yes\", \"total_measure\": 630}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b6667983e28c1c4ebdaec68b18ef6fa409b25f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:06:47.582481+00:00", + "ended_at": "2026-05-04T08:07:03.402453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_dd2d7bad0da21a77", + "problem_id": "v2p_m4_180d5feea2a41ef7", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_dd2d7bad0da21a77.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_dd2d7bad0da21a77", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15792.07, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_dd2d7bad0da21a77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..caa6f556bb40c76fda44ff759c04590322610c7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_dd2d7bad0da21a77/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:03.392633+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15792.07, "started_at": "2026-05-04T08:06:47.584356+00:00", "ended_at": "2026-05-04T08:07:03.376541+00:00", "prompt_metrics": {"chars": 5300, "bytes_utf8": 5300, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:06:47.773144Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:50.283934Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2fbbd1f49ace9801be22fc3471947309eed282 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-a8f0-70a2-b78c-24409548f29c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":20864,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16096f62d6d6eaaeee9ab6eb809c7ecebc60b75a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"smoker\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2f49944b0ccdc87c7c45ba33b9bc3a27c13da8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:02.519125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:04.918023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:18.262431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..535c32f87dea9d330b7c2eb71483d3ca487dfc21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "female", "smoker": "no", "target_rate": 0.003527336860670194}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "no", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df38207c1cd2a68f266d9ceff9e6ac291136a6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_de377f3150434a5a +-- problem_id: v2p_m4_959afbf72948e9b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c872c17d5f2c0122e09a20b84c3f8adc1e21505 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.003527336860670194}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c0c1faf5aa164783d12c8558ea548fb54f95bcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:20:02.281701+00:00", + "ended_at": "2026-05-04T08:20:19.219810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_de377f3150434a5a", + "problem_id": "v2p_m4_959afbf72948e9b9", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_de377f3150434a5a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_de377f3150434a5a", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16905.15, + "sql_execution_elapsed_ms_total": 4.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_de377f3150434a5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cba41ad76ae82f6fe99b20842504aab8632c164d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_de377f3150434a5a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:19.207960+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16905.15, "started_at": "2026-05-04T08:20:02.283469+00:00", "ended_at": "2026-05-04T08:20:19.185000+00:00", "prompt_metrics": {"chars": 5591, "bytes_utf8": 5591, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:20:02.519125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:04.918023Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5973816aadb53808271e6820a4185122c9134d41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-1b83-7190-a1a1-aeeeeeafd041"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21615,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41aa64e1d9c2e786ecbe13617ba9e88b1ce0cab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"smoker\" and measure_col bound to \"children\". Cast \"children\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74ea5f4a2d709d2d6e4dccc18d396c034bc8a75a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:36.455612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:38.934236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:47.166438Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ba743fb4b70f1eca4a6fe6eb04178d27d61744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "avg_measure": 1.1170212765957446}, {"smoker": "no", "avg_measure": 1.0978260869565217}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4682f2a403a8fc82046a3ad295ba3155a08f554 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_e10771af0faefa84 +-- problem_id: v2p_m4_9e4242156054dc22 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6d23deebb192ccc015f68e21795ae9a20556c88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446}, {\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b3b47895238234a7fceedfb91bc20a86b993258 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:09:36.255480+00:00", + "ended_at": "2026-05-04T08:09:48.114456+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e10771af0faefa84", + "problem_id": "v2p_m4_9e4242156054dc22", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e10771af0faefa84.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e10771af0faefa84", + "api_calls": 0, + "input_tokens": 21615, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1525, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1625, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.19, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e10771af0faefa84\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29ef8ba41e1ae3a6093b51de703d9835a36559ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e10771af0faefa84/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:48.097846+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11819.19, "started_at": "2026-05-04T08:09:36.259182+00:00", "ended_at": "2026-05-04T08:09:48.076267+00:00", "prompt_metrics": {"chars": 5385, "bytes_utf8": 5385, "lines": 180, "estimated_tokens": 1525}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21615, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:09:36.455612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:38.934236Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c551311b3779b7f8313160da6784a5ed6b584b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-53b5-7651-8d3d-8e00a89e4119"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the required Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=smoker, and target_col=charges. Used the provided target_value as a text literal because the schema snapshot shows all columns stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":19840,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b375006883a101c889f31b85f3806354ab5092e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Applied the required Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=smoker, and target_col=charges. Used the provided target_value as a text literal because the schema snapshot shows all columns stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88eb53dc4bdc312876b54709731fa6adc53c2937 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:29.572297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:31.964142Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:39.994390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27dfcfd184eb6c367385bc2a66a5aed8733ab69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "male", "smoker": "no", "target_rate": 0.0037243947858473}, {"sex": "female", "smoker": "no", "target_rate": 0.0}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..816bab2106155be7489e06fc1a07c0d0772aad56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_e1603bfd715f68b0 +-- problem_id: v2p_m4_3865faaaf398e678 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95bd19ab42887afabca30a6b7c346d4f67f6ed5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0037243947858473}, {\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..214944f4acc5fb5798b7fe52e97c98a67b2fea03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:17:29.373121+00:00", + "ended_at": "2026-05-04T08:17:41.003077+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e1603bfd715f68b0", + "problem_id": "v2p_m4_3865faaaf398e678", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e1603bfd715f68b0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e1603bfd715f68b0", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 21852, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11600.23, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e1603bfd715f68b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5eebdb5585ec8b77515b9cc480b36f471866386d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e1603bfd715f68b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:40.993037+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11600.23, "started_at": "2026-05-04T08:17:29.376741+00:00", "ended_at": "2026-05-04T08:17:40.977044+00:00", "prompt_metrics": {"chars": 5590, "bytes_utf8": 5590, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21707, "cached_input_tokens": 19840, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:17:29.572297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:31.964142Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age, condition_col=region.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcd4c194be655557a0365ea781a5dd2a26e7ef1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-1204-7dd1-b69d-e156349489ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"age\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"smoker\\\",\\n b.\\\"pos\\\",\\n b.\\\"lo\\\",\\n b.\\\"hi\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo\\\" THEN r.\\\"age\\\" END) AS \\\"lo_age\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi\\\" THEN r.\\\"age\\\" END) AS \\\"hi_age\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"smoker\\\" = b.\\\"smoker\\\"\\n GROUP BY b.\\\"smoker\\\", b.\\\"pos\\\", b.\\\"lo\\\", b.\\\"hi\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n CASE\\n WHEN \\\"lo\\\" = \\\"hi\\\" THEN \\\"lo_age\\\"\\n ELSE \\\"lo_age\\\" + (\\\"pos\\\" - \\\"lo\\\") * (\\\"hi_age\\\" - \\\"lo_age\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Implements the planned conditional 95th percentile for age by smoker within region='southeast' using SQLite window functions and linear interpolation, since SQLite does not support PERCENTILE_CONT. Numeric comparison is handled by CAST(\\\"age\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":6528,"output_tokens":1247}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa7166a904117c363728d586c7db5174f2a91cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"age\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"age\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT\n \"smoker\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ranked\"\n GROUP BY \"smoker\", \"cnt\"\n),\n\"picked\" AS (\n SELECT\n b.\"smoker\",\n b.\"pos\",\n b.\"lo\",\n b.\"hi\",\n MAX(CASE WHEN r.\"rn\" = b.\"lo\" THEN r.\"age\" END) AS \"lo_age\",\n MAX(CASE WHEN r.\"rn\" = b.\"hi\" THEN r.\"age\" END) AS \"hi_age\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"smoker\" = b.\"smoker\"\n GROUP BY b.\"smoker\", b.\"pos\", b.\"lo\", b.\"hi\"\n)\nSELECT\n \"smoker\",\n CASE\n WHEN \"lo\" = \"hi\" THEN \"lo_age\"\n ELSE \"lo_age\" + (\"pos\" - \"lo\") * (\"hi_age\" - \"lo_age\")\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Implements the planned conditional 95th percentile for age by smoker within region='southeast' using SQLite window functions and linear interpolation, since SQLite does not support PERCENTILE_CONT. Numeric comparison is handled by CAST(\"age\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44e5250b9be03f6e12fcb9c4a14f1ddcd06bea86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:02.607978Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:05.108487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:32.644247Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab1b4bd63a537fd091500bea723a04098527e722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age, condition_col=region. +Result preview: [{"smoker": "yes", "conditional_percentile": 63.44999999999999}, {"smoker": "no", "conditional_percentile": 62.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e6b5614a33524cef0ea56e7f661ffbd29f3bb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/generated_sql.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_e349471cf5d00e1f +-- problem_id: v2p_m4_a008b9c91837d41a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age" + FROM "m4" + WHERE "region" = 'southeast' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "smoker", + "age", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "age") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT + "smoker", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "hi" + FROM "ranked" + GROUP BY "smoker", "cnt" +), +"picked" AS ( + SELECT + b."smoker", + b."pos", + b."lo", + b."hi", + MAX(CASE WHEN r."rn" = b."lo" THEN r."age" END) AS "lo_age", + MAX(CASE WHEN r."rn" = b."hi" THEN r."age" END) AS "hi_age" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."smoker" = b."smoker" + GROUP BY b."smoker", b."pos", b."lo", b."hi" +) +SELECT + "smoker", + CASE + WHEN "lo" = "hi" THEN "lo_age" + ELSE "lo_age" + ("pos" - "lo") * ("hi_age" - "lo_age") + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70d5cf78e0433b2d5a593e2da21d3582495325c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"age\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY \"age\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT\n \"smoker\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ranked\"\n GROUP BY \"smoker\", \"cnt\"\n),\n\"picked\" AS (\n SELECT\n b.\"smoker\",\n b.\"pos\",\n b.\"lo\",\n b.\"hi\",\n MAX(CASE WHEN r.\"rn\" = b.\"lo\" THEN r.\"age\" END) AS \"lo_age\",\n MAX(CASE WHEN r.\"rn\" = b.\"hi\" THEN r.\"age\" END) AS \"hi_age\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"smoker\" = b.\"smoker\"\n GROUP BY b.\"smoker\", b.\"pos\", b.\"lo\", b.\"hi\"\n)\nSELECT\n \"smoker\",\n CASE\n WHEN \"lo\" = \"hi\" THEN \"lo_age\"\n ELSE \"lo_age\" + (\"pos\" - \"lo\") * (\"hi_age\" - \"lo_age\")\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY \\\"age\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"smoker\\\",\\n b.\\\"pos\\\",\\n b.\\\"lo\\\",\\n b.\\\"hi\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo\\\" THEN r.\\\"age\\\" END) AS \\\"lo_age\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi\\\" THEN r.\\\"age\\\" END) AS \\\"hi_age\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"smoker\\\" = b.\\\"smoker\\\"\\n GROUP BY b.\\\"smoker\\\", b.\\\"pos\\\", b.\\\"lo\\\", b.\\\"hi\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n CASE\\n WHEN \\\"lo\\\" = \\\"hi\\\" THEN \\\"lo_age\\\"\\n ELSE \\\"lo_age\\\" + (\\\"pos\\\" - \\\"lo\\\") * (\\\"hi_age\\\" - \\\"lo_age\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"yes\", \"conditional_percentile\": 63.44999999999999}, {\"smoker\": \"no\", \"conditional_percentile\": 62.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..916c7631b0acaae90fd0c5430f7ab264d0172104 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:27:02.384562+00:00", + "ended_at": "2026-05-04T08:27:33.781548+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e349471cf5d00e1f", + "problem_id": "v2p_m4_a008b9c91837d41a", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age, condition_col=region.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e349471cf5d00e1f.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e349471cf5d00e1f", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 6528, + "output_tokens": 1247, + "total_tokens": 22966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1629, + "estimated_output_tokens": 612, + "estimated_total_tokens": 2241, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31361.79, + "sql_execution_elapsed_ms_total": 5.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e349471cf5d00e1f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42fedfa1d8460ebe0f00f41d05149cbb1ec5b9dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e349471cf5d00e1f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:33.767447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31361.79, "started_at": "2026-05-04T08:27:02.387321+00:00", "ended_at": "2026-05-04T08:27:33.748545+00:00", "prompt_metrics": {"chars": 5809, "bytes_utf8": 5809, "lines": 185, "estimated_tokens": 1629}, "response_metrics": {"chars": 1777, "bytes_utf8": 1777, "lines": 1, "estimated_tokens": 612}, "usage": {"input_tokens": 21719, "cached_input_tokens": 6528, "output_tokens": 1247}, "stderr_preview": "2026-05-04T08:27:02.607978Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:05.108487Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbca0e5a1d2b745f3777d34cc4c49f5774879c75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"region\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CEIL(0.9 * \"cnt\") AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df59c79d3e57e0b566c8dfd8776ff105c80f88d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-ef2c-7263-9f9b-7de9223837d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CEIL(0.9 * \\\"cnt\\\") AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per region on bmi, casting the TEXT column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":478}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad68d1ae044852095fb7e886b5c41eeb28ca417f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"region\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CEIL(0.9 * \"cnt\") AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per region on bmi, casting the TEXT column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..380a00291c812bbd0aecf84b57e02ceb6c19d82a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-3654-7661-bfe1-2a09f66722b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic for the 0.9 quantile rank: CAST((9 * cnt + 9) / 10 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":503}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba3df7039ed7fc989b4b57b26da37885bc0919b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"region\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic for the 0.9 quantile rank: CAST((9 * cnt + 9) / 10 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fd89dfd7f7fa31ccf33c78f48b23135c9ed8e29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:32.444455Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:34.809604Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:49.654548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5538ac3f8e30b3baf1f850e60181c2dab6ce648 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:50.648005Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:53.074665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:08.935290Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..15cb490f6fb3b08b94c4b57c36db2ffcd9127f05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi. +Result preview: [{"region": "southeast", "percentile_measure": 41.91}, {"region": "southwest", "percentile_measure": 37.4}, {"region": "northeast", "percentile_measure": 37.05}, {"region": "northwest", "percentile_measure": 35.815}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fab04e4a97f30016ad18623bbd142cfdfafda32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_e3734b4c1b948a46 +-- problem_id: v2p_m4_309004c77b57124c +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "bmi" IS NOT NULL +), "ranked" AS ( + SELECT + "region", + "bmi_value", + "rn", + "cnt", + CEIL(0.9 * "cnt") AS "target_rn" + FROM "ordered" +) +SELECT + "region", + "bmi_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da22c8a5486008f00ae589c5c15a2dfc6f47cac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"region\",\n \"bmi_value\",\n \"rn\",\n \"cnt\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"southeast\", \"percentile_measure\": 41.91}, {\"region\": \"southwest\", \"percentile_measure\": 37.4}, {\"region\": \"northeast\", \"percentile_measure\": 37.05}, {\"region\": \"northwest\", \"percentile_measure\": 35.815}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8ebcb2c5484e00c9bae93ac080694aee805401c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:34:32.225476+00:00", + "ended_at": "2026-05-04T08:35:09.778568+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e3734b4c1b948a46", + "problem_id": "v2p_m4_309004c77b57124c", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e3734b4c1b948a46.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e3734b4c1b948a46", + "api_calls": 0, + "input_tokens": 43543, + "cached_input_tokens": 41728, + "output_tokens": 981, + "total_tokens": 44524, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3363, + "estimated_output_tokens": 545, + "estimated_total_tokens": 3908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37491.02, + "sql_execution_elapsed_ms_total": 11.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e3734b4c1b948a46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2902ae0d581b4950b3fdac8013be8dba33706780 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3734b4c1b948a46/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:34:50.402264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18157.13, "started_at": "2026-05-04T08:34:32.228150+00:00", "ended_at": "2026-05-04T08:34:50.385176+00:00", "prompt_metrics": {"chars": 5468, "bytes_utf8": 5468, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 879, "bytes_utf8": 879, "lines": 1, "estimated_tokens": 268}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 478}, "stderr_preview": "2026-05-04T08:34:32.444455Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:34.809604Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdca66fe06320af8d2fd62ecdc7b168b44582a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-eb23-70e3-8ef9-44ff7d6db342"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbb68aa649ecc6a2183f5985a3356ba9017825e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"smoker\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0a6dbeb7daefaf07f99c5a55a1562bbd8f8735c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:19.432419Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:21.829350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:30.307104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d40e575122dd893aaf955e0aeb66fef3cce131d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "female", "smoker": "no", "target_rate": 0.003527336860670194}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "no", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e84a70f50082b63e4a8b3f1219ad33d2682fd0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_e3d96017606d2faa +-- problem_id: v2p_m4_524d0d2280f8ee58 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9aeffc008265193d3c6c60c1eadcd59c23c5dfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.003527336860670194}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8321ada992cdca05a6dfb9fb8e57a73bf64d89bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:20:19.222551+00:00", + "ended_at": "2026-05-04T08:20:31.436489+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e3d96017606d2faa", + "problem_id": "v2p_m4_524d0d2280f8ee58", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e3d96017606d2faa.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e3d96017606d2faa", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 21851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12174.13, + "sql_execution_elapsed_ms_total": 5.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e3d96017606d2faa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49d3c7a5a9a6c7ffa1e1b67a70740a8455e70a2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e3d96017606d2faa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:31.419527+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12174.13, "started_at": "2026-05-04T08:20:19.225676+00:00", "ended_at": "2026-05-04T08:20:31.399505+00:00", "prompt_metrics": {"chars": 5599, "bytes_utf8": 5599, "lines": 183, "estimated_tokens": 1618}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:20:19.432419Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:21.829350Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sex", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3c9a0d8b6dca10b08d6405a8c16cdebe1ca10ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-2bfb-7df1-ae77-8e21f4a3b033"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"sex\\\" on the single table \\\"m4\\\". Quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21576,"cached_input_tokens":19840,"output_tokens":82}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ae1a8c32ad260e9f5730c85155cce6b82cb0ad8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sex\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"sex\" on the single table \"m4\". Quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e25e914fa4462922b0596c2e41a9af31a02f0c51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:45.292377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:47.600498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:55.213088Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a080dd58c5381fe85350e641c081a14f5823c55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex. +Result preview: [{"sex": "male", "row_count": 1406}, {"sex": "female", "row_count": 1366}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81470bf8b524b515c5f92099b17dfc43f71e0020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_e47f40aad758125e +-- problem_id: v2p_m4_371777034bbc2a33 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS row_count +FROM "m4" +GROUP BY "sex" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5ee6f3be4a21a9385707e651292bbaf4d5fcf93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"sex\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"sex\", \"row_count\"], \"rows\": [{\"sex\": \"male\", \"row_count\": 1406}, {\"sex\": \"female\", \"row_count\": 1366}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09da886fe876545cf83b99c368df3f523f18a0d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:58:45.114352+00:00", + "ended_at": "2026-05-04T07:58:56.128751+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e47f40aad758125e", + "problem_id": "v2p_m4_371777034bbc2a33", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e47f40aad758125e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e47f40aad758125e", + "api_calls": 0, + "input_tokens": 21576, + "cached_input_tokens": 19840, + "output_tokens": 82, + "total_tokens": 21658, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1486, + "estimated_output_tokens": 78, + "estimated_total_tokens": 1564, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10979.45, + "sql_execution_elapsed_ms_total": 1.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e47f40aad758125e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32032fb7802e552a5805f27c11143c4e2dafe204 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e47f40aad758125e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:56.117257+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10979.45, "started_at": "2026-05-04T07:58:45.117456+00:00", "ended_at": "2026-05-04T07:58:56.097481+00:00", "prompt_metrics": {"chars": 5205, "bytes_utf8": 5205, "lines": 178, "estimated_tokens": 1486}, "response_metrics": {"chars": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": 78}, "usage": {"input_tokens": 21576, "cached_input_tokens": 19840, "output_tokens": 82}, "stderr_preview": "2026-05-04T07:58:45.292377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:47.600498Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f3fd35c8bac8e2844052f47d81654fc36d01277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-c198-7433-bbca-2fecc7c94b8a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Casted \\\"children\\\" to NUMERIC because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6ba83659cd1d63e1eafcb1b30820467e24aee11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"children\" and measure_col=\"children\". Casted \"children\" to NUMERIC because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad2d15f6a8fd8f0739e49e4e29266d706304a36c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:07.961374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:10.307716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:18.606620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e6435aed16955f40bce8085bff21bf4d79b26f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "2", "total_measure": 992}, {"children": "3", "total_measure": 972}, {"children": "1", "total_measure": 672}, {"children": "5", "total_measure": 210}, {"children": "4", "total_measure": 208}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc0eaffb91e0769d7a3180b8aeda2e267ad0b6bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_e51c57529fa11bd8 +-- problem_id: v2p_m4_b9570d2573dec619 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6827dd5fd799de14d37f8ca087ab4ced875d393 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"children\", \"total_measure\"], \"rows\": [{\"children\": \"2\", \"total_measure\": 992}, {\"children\": \"3\", \"total_measure\": 972}, {\"children\": \"1\", \"total_measure\": 672}, {\"children\": \"5\", \"total_measure\": 210}, {\"children\": \"4\", \"total_measure\": 208}, {\"children\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b341b3eb7673d28487151b65bdd9735c77af57f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:08:04.088276+00:00", + "ended_at": "2026-05-04T08:08:19.717744+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e51c57529fa11bd8", + "problem_id": "v2p_m4_b9570d2573dec619", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e51c57529fa11bd8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e51c57529fa11bd8", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 107, + "total_tokens": 21708, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1602, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15600.74, + "sql_execution_elapsed_ms_total": 1.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e51c57529fa11bd8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52419e243696dbb6a5e2db19c067aa3dd8af5cac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e51c57529fa11bd8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:19.707550+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15600.74, "started_at": "2026-05-04T08:08:04.090416+00:00", "ended_at": "2026-05-04T08:08:19.691233+00:00", "prompt_metrics": {"chars": 5305, "bytes_utf8": 5305, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 107}, "stderr_preview": "2026-05-04T08:08:07.961374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:10.307716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a17bdac319d1e1fc11db628adddd2ca5fc7d99b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-6aca-7470-a5b3-8f9f8a36f42e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"sex\\\" and condition_col bound to \\\"region\\\", measuring the within-group proportion of rows where region = 'southeast'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21668,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..756bdaa641f09e2958832e984ad6dcdfaba26afd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"sex\" and condition_col bound to \"region\", measuring the within-group proportion of rows where region = 'southeast'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84134186b8dd874fe519809bbd65b04eeb9ab007 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:13.357060Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:15.794054Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:25.612402Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..764157e952208e9cea8eadd660ebbbde9c3b206c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=region. +Result preview: [{"sex": "male", "condition_rate": 0.28591749644381226}, {"sex": "female", "condition_rate": 0.2664714494875549}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fda895941ffc48ad9da25d183734cf87627397d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_e5f1f992ab7c8f53 +-- problem_id: v2p_m4_aab8ec5adc304002 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8239dcf1b3a5e2c3852771d3fb14a6d316d75268 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"male\", \"condition_rate\": 0.28591749644381226}, {\"sex\": \"female\", \"condition_rate\": 0.2664714494875549}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a3318b3225230f33486d4a1a49c29d453aa6a0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:13:13.148133+00:00", + "ended_at": "2026-05-04T08:13:31.211315+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e5f1f992ab7c8f53", + "problem_id": "v2p_m4_aab8ec5adc304002", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=region.", + "bindings": { + "group_col": "sex", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e5f1f992ab7c8f53.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e5f1f992ab7c8f53", + "api_calls": 0, + "input_tokens": 21668, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21791, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1578, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18034.87, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e5f1f992ab7c8f53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4036e3682181471803a175f4e40fd0871368f7fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e5f1f992ab7c8f53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:31.202756+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18034.87, "started_at": "2026-05-04T08:13:13.151012+00:00", "ended_at": "2026-05-04T08:13:31.185857+00:00", "prompt_metrics": {"chars": 5565, "bytes_utf8": 5565, "lines": 183, "estimated_tokens": 1578}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21668, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:13:13.357060Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:15.794054Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4e3847c4ee0025bbd0bc689e84eed631b39f877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-cfe4-73d3-919c-6bc85b853480"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08d6dad0dd561cd1450cd366168d33c03d972e69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"smoker\" and measure_col bound to \"children\". Cast \"children\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e8917f49a29700fb67882efa8e0aa70569cc55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:49.411040Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:51.890153Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:01.636292Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..133bfb3b4b8c4694380a0e6429920fc0e129eaad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "avg_measure": 1.1170212765957446}, {"smoker": "no", "avg_measure": 1.0978260869565217}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad20cc4ae03493d0bd30fdadeeff4c81da747503 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_e73a78c09898dc3c +-- problem_id: v2p_m4_c2e0341bf295c759 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4c4e7d0209426278355d0dc460cc7354a56428d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446}, {\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..623cd10ec276d9d7a727816d966337c60686f2cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:03:49.232309+00:00", + "ended_at": "2026-05-04T08:04:03.209751+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e73a78c09898dc3c", + "problem_id": "v2p_m4_c2e0341bf295c759", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e73a78c09898dc3c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e73a78c09898dc3c", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13944.58, + "sql_execution_elapsed_ms_total": 2.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e73a78c09898dc3c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ede7b9774469b699d454b04d855c856eca225d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e73a78c09898dc3c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:03.199110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13944.58, "started_at": "2026-05-04T08:03:49.234539+00:00", "ended_at": "2026-05-04T08:04:03.178977+00:00", "prompt_metrics": {"chars": 5308, "bytes_utf8": 5308, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:03:49.411040Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:51.890153Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e873b00be24eff456c3891f2b860b4a1dabc6341 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-1f81-7790-9310-1b3bb2f4444a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30563aa2c3f1113ee89e78a52fd16509b193ce0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a4a0ae915096274e4f5f5891d4ecc556742fac0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:31.931931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:34.442274Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:46.230211Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec017d97bb3c8f03e36e20c8e11cfafde0b4fd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "total_measure": 86720.0}, {"smoker": "yes", "total_measure": 21692.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93d44ac7c1dfff5b3ba4c4c3b5f91e8acd8fa62f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_e9650ffa79f06808 +-- problem_id: v2p_m4_706d73f924eb33d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78177503fbcd82121bee1a58cb08a8b4c547ecf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"smoker\", \"total_measure\"], \"rows\": [{\"smoker\": \"no\", \"total_measure\": 86720.0}, {\"smoker\": \"yes\", \"total_measure\": 21692.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83da0595fb06c7892adb752a58ac0e742811db64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:08:31.744321+00:00", + "ended_at": "2026-05-04T08:08:47.175738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e9650ffa79f06808", + "problem_id": "v2p_m4_706d73f924eb33d9", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e9650ffa79f06808.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e9650ffa79f06808", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 107, + "total_tokens": 21710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1604, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15402.16, + "sql_execution_elapsed_ms_total": 1.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e9650ffa79f06808\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb1e06a91351122a9f4d675a29d7e192357a5605 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e9650ffa79f06808/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:47.165971+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15402.16, "started_at": "2026-05-04T08:08:31.747622+00:00", "ended_at": "2026-05-04T08:08:47.149632+00:00", "prompt_metrics": {"chars": 5291, "bytes_utf8": 5291, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 107}, "stderr_preview": "2026-05-04T08:08:31.931931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:34.442274Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99650c2b566340605e39097ffa23c0007acaacbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-dcba-73f1-865f-4d27bd868f3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21614,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52458f78d8e759637d209c7155f2153846494726 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"sex\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9de4cf467330b6efe18bb615650408825fff07b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:25.905076Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:28.273380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:35.632235Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1834ef8f2c3440eb77b912f41266f3c8dfdcea31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "avg_measure": 30.960633001422476}, {"sex": "female", "avg_measure": 30.434472913616396}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e520e3c0a67a2cb9a375ddfbdcfaadced5033e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_e99447cf20ee4bd9 +-- problem_id: v2p_m4_afc3d15ac0cf98fd +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..614880b009ee030455634de597ddcbdf5a147ea7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"avg_measure\": 30.960633001422476}, {\"sex\": \"female\", \"avg_measure\": 30.434472913616396}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bcaf85074f5a199762729f740f7ff788b4adb170 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:10:25.705069+00:00", + "ended_at": "2026-05-04T08:10:36.467438+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e99447cf20ee4bd9", + "problem_id": "v2p_m4_afc3d15ac0cf98fd", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_e99447cf20ee4bd9.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e99447cf20ee4bd9", + "api_calls": 0, + "input_tokens": 21614, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 21730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1524, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1624, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10707.95, + "sql_execution_elapsed_ms_total": 12.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_e99447cf20ee4bd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..934b43d25dc7c739f7445915184521fd906b8842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_e99447cf20ee4bd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:36.446189+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10707.95, "started_at": "2026-05-04T08:10:25.706750+00:00", "ended_at": "2026-05-04T08:10:36.414886+00:00", "prompt_metrics": {"chars": 5371, "bytes_utf8": 5371, "lines": 180, "estimated_tokens": 1524}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21614, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:10:25.905076Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:28.273380Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5252da7c55a74821fa49118fa5f858667ead4559 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-b192-7732-91d1-3299cbe0f4fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"sex\\\" and condition_col bound to \\\"region\\\", using condition_value 'southwest' as specified.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21666,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..538b596d83b719b9947c4d16fd77f8265ebcf9dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"sex\" and condition_col bound to \"region\", using condition_value 'southwest' as specified."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df459a92c3f253423d95b956b275ffde3c1f1e96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,33 @@ +2026-05-04T08:13:31.494362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:36.115752Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:36.205469Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: peer closed connection without sending TLS close_notify: https://docs.rs/rustls/latest/rustls/manual/_03_howto/index.html#unexpected-eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T08:13:36.212743Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: peer closed connection without sending TLS close_notify: https://docs.rs/rustls/latest/rustls/manual/_03_howto/index.html#unexpected-eof +2026-05-04T08:13:39.363828Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T08:13:39.364664Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 191ms)... diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78bd5ff69c241b2fc8cbec70bc1efa1d284ac967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=region. +Result preview: [{"sex": "female", "condition_rate": 0.24890190336749635}, {"sex": "male", "condition_rate": 0.24466571834992887}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..740f59d25bc47f480b09c79dc0391350a07af97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_eda8518cdb765b00 +-- problem_id: v2p_m4_49481ff01f14ede3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba46cf585163e9d4f2a57bc1eee348d33c83f3a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"female\", \"condition_rate\": 0.24890190336749635}, {\"sex\": \"male\", \"condition_rate\": 0.24466571834992887}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bd71ae21cfbf7bdd8c8cf6cb47cfa0184b05c9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:13:31.214735+00:00", + "ended_at": "2026-05-04T08:14:01.006048+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_eda8518cdb765b00", + "problem_id": "v2p_m4_49481ff01f14ede3", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=region.", + "bindings": { + "group_col": "sex", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_eda8518cdb765b00.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_eda8518cdb765b00", + "api_calls": 0, + "input_tokens": 21666, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21770, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1576, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29764.04, + "sql_execution_elapsed_ms_total": 2.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_eda8518cdb765b00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99be09a5381bcf4f47f6562e96e3cf2f05eed880 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_eda8518cdb765b00/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:00.996304+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 29764.04, "started_at": "2026-05-04T08:13:31.217052+00:00", "ended_at": "2026-05-04T08:14:00.980927+00:00", "prompt_metrics": {"chars": 5562, "bytes_utf8": 5562, "lines": 183, "estimated_tokens": 1576}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21666, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T08:13:31.494362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:36.115752Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f25947a7e2abee4b1790ec8f7bc50b2ee46c4716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-e783-7303-a424-b14781dd9a6d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate age >= 51.0. CAST(\\\"age\\\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21649,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca341f35c2189d2cc54d27366defa83eff5c2a9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"children\" and predicate age >= 51.0. CAST(\"age\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..430cce4081f5d35bc9b0eec7e53da6a9ea85ed8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:44.429033Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:46.864986Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:55.335231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caee6ce47d428630d3f36f47a051b2fd964ab40c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "0", "support": 404}, {"children": "1", "support": 136}, {"children": "3", "support": 94}, {"children": "2", "support": 94}, {"children": "4", "support": 8}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..667ba67eb907e71524829384b434a63516afff3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_edffc5598b46d761 +-- problem_id: v2p_m4_e2a6178168909b87 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a6194788829d1d9e6fafd6cd3d34090131fc784 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"0\", \"support\": 404}, {\"children\": \"1\", \"support\": 136}, {\"children\": \"3\", \"support\": 94}, {\"children\": \"2\", \"support\": 94}, {\"children\": \"4\", \"support\": 8}, {\"children\": \"5\", \"support\": 2}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f05d4de2ec394e96054a2cedf7e31be2eacec18e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:01:44.178315+00:00", + "ended_at": "2026-05-04T08:01:56.149302+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_edffc5598b46d761", + "problem_id": "v2p_m4_e2a6178168909b87", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_edffc5598b46d761.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_edffc5598b46d761", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11939.96, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_edffc5598b46d761\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2f39bf9fb882dd7e968f4f6c7cea1fa11f5ec4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:56.140594+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11939.96, "started_at": "2026-05-04T08:01:44.181123+00:00", "ended_at": "2026-05-04T08:01:56.121299+00:00", "prompt_metrics": {"chars": 5485, "bytes_utf8": 5485, "lines": 182, "estimated_tokens": 1561}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21649, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:01:44.429033Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:46.864986Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 51.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate age >= 51.0. CAST(\\\"age\\\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a350431bc125bdf76c8ae251819b48ddde5c585 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_edffc5598b46d761/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_edffc5598b46d761", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11939.96, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_edffc5598b46d761\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32883d995e1959a42fe519471bf8a8dca318bcda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5370, "bytes_utf8": 5370, "lines": 180, "estimated_tokens": 1523}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21613, "cached_input_tokens": 20864, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b6d4834ea0083912075c941c0ea1bac2fbe95a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f11620c8210b237b", + "api_calls": 0, + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1523, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1622, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11506.9, + "sql_execution_elapsed_ms_total": 11.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_f11620c8210b237b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7fcfb4c420d98e34241e8400565e78dbe4d055ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:47.180603+00:00", + "ended_at": "2026-05-04T08:08:58.688229+00:00", + "elapsed_ms": 11506.9, + "prompt_metrics": { + "chars": 5370, + "bytes_utf8": 5370, + "lines": 180, + "estimated_tokens": 1523 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..760c9100089ebb3319cd09358a8e5678d03c9675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecc4f778948fd6951c7ef61316ba8f37b1ad1d12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-5bd5-7623-ac43-43ab7348078e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21613,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2672ca475b70ca32735872e0d97f58a03cc41ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col bound to \"sex\" and measure_col bound to \"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55ba4115337f20355e67e98679d4d4f375f1801c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:47.384328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:49.835757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:58.043202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..96b39c98d33883e9a1af3f8165fdb313b7fb8e2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827}, {"sex": "male", "avg_measure": 38.74822190611664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b93c1a2936568dac0dac523ecce4e5908d8186a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_f11620c8210b237b +-- problem_id: v2p_m4_f455d0c1d2f17366 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8339d305b3cedff0b614d9fbbb9ce284486eae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a8e4d5058c1baaed36e2a2a4bfbc6f34e6da846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:08:47.179097+00:00", + "ended_at": "2026-05-04T08:08:58.738070+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_f11620c8210b237b", + "problem_id": "v2p_m4_f455d0c1d2f17366", + "dataset_id": "m4", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_f11620c8210b237b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f11620c8210b237b", + "api_calls": 0, + "input_tokens": 21613, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1523, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1622, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11506.9, + "sql_execution_elapsed_ms_total": 11.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_f11620c8210b237b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec12108acdc260839fabe65904fa1346949673f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f11620c8210b237b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:58.708907+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11506.9, "started_at": "2026-05-04T08:08:47.180603+00:00", "ended_at": "2026-05-04T08:08:58.688229+00:00", "prompt_metrics": {"chars": 5370, "bytes_utf8": 5370, "lines": 180, "estimated_tokens": 1523}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21613, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:08:47.384328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:49.835757Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..227ec5a7f878eb4920f0db5076f9979692b7f93e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-56fb-7413-8159-bd6cd39edf85"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"children\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21576,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e36c76f78a39e8676ab2c36a06236704913d2395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"children\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1709c48d5e15cb7317461fefb879af6425251a19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:56.346020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:58.764531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:10.429741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe75706ead224a9243777f0d76a03b389c0bc282 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "0", "row_count": 1186}, {"children": "1", "row_count": 672}, {"children": "2", "row_count": 496}, {"children": "3", "row_count": 324}, {"children": "4", "row_count": 52}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcb4663cf982b66536c75c9ee6ab6eacb1ca9949 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_f414f8bd621a7a37 +-- problem_id: v2p_m4_c2a117ec7cc1bf18 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "m4" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58d8f5083844fc3972f86c3030da77eb6a9f22a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"children\", \"row_count\"], \"rows\": [{\"children\": \"0\", \"row_count\": 1186}, {\"children\": \"1\", \"row_count\": 672}, {\"children\": \"2\", \"row_count\": 496}, {\"children\": \"3\", \"row_count\": 324}, {\"children\": \"4\", \"row_count\": 52}, {\"children\": \"5\", \"row_count\": 42}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c29e6de08224d96fb81adca09172fe047068dd04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:58:56.131468+00:00", + "ended_at": "2026-05-04T07:59:10.995120+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_f414f8bd621a7a37", + "problem_id": "v2p_m4_c2a117ec7cc1bf18", + "dataset_id": "m4", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_f414f8bd621a7a37.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f414f8bd621a7a37", + "api_calls": 0, + "input_tokens": 21576, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 21663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1486, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1557, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14834.71, + "sql_execution_elapsed_ms_total": 1.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_f414f8bd621a7a37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ad00e09e987e8593e426ca166e3bb182dd94c1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f414f8bd621a7a37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:10.985800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14834.71, "started_at": "2026-05-04T07:58:56.135235+00:00", "ended_at": "2026-05-04T07:59:10.970040+00:00", "prompt_metrics": {"chars": 5212, "bytes_utf8": 5212, "lines": 178, "estimated_tokens": 1486}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21576, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:58:56.346020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:58.764531Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd10396e2e2e5ed704e1204e579c454f05bf8357 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-4f64-71e0-a7a6-bfdb87066e50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per smoker group on CAST(\\\"children\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":602}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55bb95d56b84909149d47970e17287921ee38575 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"smoker\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"smoker\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per smoker group on CAST(\"children\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48c4340572a6fc1e95edbb32844db21ea3872810 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:34.977551Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:37.369052Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:54.081376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10515254df748601e98815b747b942e15922fcd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "percentile_measure": 3.0}, {"smoker": "yes", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47359f8608ac5b0adaef8a2a2f7df00e4b6670a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_f62ecec473c6cbaa +-- problem_id: v2p_m4_431dc35381081ab5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" +), +"percentile_pick" AS ( + SELECT + "smoker", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "smoker", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8811fc712041ebc4135ae9c204c07f4b53cdd76e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"smoker\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"smoker\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"no\", \"percentile_measure\": 3.0}, {\"smoker\": \"yes\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de46c2f4d9818e827f13ebfb13d2839812cba5ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:30:34.718992+00:00", + "ended_at": "2026-05-04T08:30:55.130584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_f62ecec473c6cbaa", + "problem_id": "v2p_m4_431dc35381081ab5", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_f62ecec473c6cbaa.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f62ecec473c6cbaa", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 602, + "total_tokens": 22243, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 241, + "estimated_total_tokens": 1792, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20371.45, + "sql_execution_elapsed_ms_total": 10.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_f62ecec473c6cbaa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..840814aad882a57f1db7bd57011d28356d6edeee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f62ecec473c6cbaa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:55.110958+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20371.45, "started_at": "2026-05-04T08:30:34.721367+00:00", "ended_at": "2026-05-04T08:30:55.085891+00:00", "prompt_metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 809, "bytes_utf8": 809, "lines": 1, "estimated_tokens": 241}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 602}, "stderr_preview": "2026-05-04T08:30:34.977551Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:37.369052Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..220043d3e0c5176ef37640286583175cbd20735f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-750b-74f0-9def-27c3020945b3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied template tpl_m4_group_condition_rate with group_col=\\\"children\\\" and condition_col=\\\"sex\\\", using condition_value='female' to compute the within-group proportion of female individuals per children count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21663,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c91c8e5f685a8625b17f84a09958c9b2f71d659 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Applied template tpl_m4_group_condition_rate with group_col=\"children\" and condition_col=\"sex\", using condition_value='female' to compute the within-group proportion of female individuals per children count."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64f5ce2d371515e6a158203391c348fd646c8cb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:10.446907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:12.793576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:23.807477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..95c9d3b2ea49b4923d9d636842fdc3fe254f0aaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=sex. +Result preview: [{"children": "0", "condition_rate": 0.5008431703204047}, {"children": "3", "condition_rate": 0.5}, {"children": "2", "condition_rate": 0.49193548387096775}, {"children": "1", "condition_rate": 0.4851190476190476}, {"children": "5", "condition_rate": 0.42857142857142855}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bf20d60831f3c6fe170a1257ebd78325bad9ea9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_f99b9f3cc69ea690 +-- problem_id: v2p_m4_3ddd61e839ae7778 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ac519fd0c0ed2c4dafef14a05acf5351b7fa9bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"0\", \"condition_rate\": 0.5008431703204047}, {\"children\": \"3\", \"condition_rate\": 0.5}, {\"children\": \"2\", \"condition_rate\": 0.49193548387096775}, {\"children\": \"1\", \"condition_rate\": 0.4851190476190476}, {\"children\": \"5\", \"condition_rate\": 0.42857142857142855}, {\"children\": \"4\", \"condition_rate\": 0.4230769230769231}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf77e7b3eff01e98ca49dda841e94c0e854b7b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:12:10.246082+00:00", + "ended_at": "2026-05-04T08:12:24.473024+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_f99b9f3cc69ea690", + "problem_id": "v2p_m4_3ddd61e839ae7778", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=sex.", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_f99b9f3cc69ea690.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f99b9f3cc69ea690", + "api_calls": 0, + "input_tokens": 21663, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1573, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14198.1, + "sql_execution_elapsed_ms_total": 2.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_f99b9f3cc69ea690\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c389ea1e213acbbfb0545156fae355209c888b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_f99b9f3cc69ea690/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:24.463721+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14198.1, "started_at": "2026-05-04T08:12:10.248171+00:00", "ended_at": "2026-05-04T08:12:24.447004+00:00", "prompt_metrics": {"chars": 5551, "bytes_utf8": 5551, "lines": 183, "estimated_tokens": 1573}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21663, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:12:10.446907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:12.793576Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ac89114d154aa4ec5d9d620da2554242b0ba5a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-3aac-75d0-bfce-ed82549fdc5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"children\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21653,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3d14fd69933416278409334dc72140cd44c0cbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"children\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1acc6a9812811a08f2255b771c5e1f5d21d01903 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:54.617652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:57.140679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:05.019368Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67a3c5d2845eb0e3011f82d44f137965b9cd6c61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "0", "support": 268}, {"children": "1", "support": 164}, {"children": "2", "support": 152}, {"children": "3", "support": 94}, {"children": "4", "support": 14}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94ccb9ba58727cbd3dc2bce467b71eeac4da04ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_fbfeef40a57008b5 +-- problem_id: v2p_m4_314399502c1e7f91 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "children" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c3bff175482267fcb4ad7ea3fc0fcf2d5cda9b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"0\", \"support\": 268}, {\"children\": \"1\", \"support\": 164}, {\"children\": \"2\", \"support\": 152}, {\"children\": \"3\", \"support\": 94}, {\"children\": \"4\", \"support\": 14}, {\"children\": \"5\", \"support\": 2}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2598a9523be4f051fc6fc83ed576c2b6a3b983d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T07:59:54.402211+00:00", + "ended_at": "2026-05-04T08:00:07.472696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_fbfeef40a57008b5", + "problem_id": "v2p_m4_314399502c1e7f91", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_fbfeef40a57008b5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fbfeef40a57008b5", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 21773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13038.22, + "sql_execution_elapsed_ms_total": 1.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_fbfeef40a57008b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..605f6210fe3351a446374bff34e7c97d4d7b05ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:07.460170+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13038.22, "started_at": "2026-05-04T07:59:54.404276+00:00", "ended_at": "2026-05-04T08:00:07.442422+00:00", "prompt_metrics": {"chars": 5496, "bytes_utf8": 5496, "lines": 182, "estimated_tokens": 1565}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21653, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:59:54.617652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:57.140679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 16577.7795\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"children\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c09a5668950cd54001e7c1e1c85a00c6e917c89e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fbfeef40a57008b5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fbfeef40a57008b5", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 21773, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13038.22, + "sql_execution_elapsed_ms_total": 1.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_fbfeef40a57008b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..416de9cf59ae21a38ef07d41b82d2fd224b6ab41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5302, "bytes_utf8": 5302, "lines": 180, "estimated_tokens": 1511}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc4c530c1e2feb2c2abebbeab4feaa38b34c441a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fc9319b0285d4d23", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21713, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13144.85, + "sql_execution_elapsed_ms_total": 2.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_fc9319b0285d4d23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..631eee0e87f0e05855d8bc63587dee69b9cb74b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:50.912415+00:00", + "ended_at": "2026-05-04T08:08:04.057478+00:00", + "elapsed_ms": 13144.85, + "prompt_metrics": { + "chars": 5302, + "bytes_utf8": 5302, + "lines": 180, + "estimated_tokens": 1511 + }, + "stdout_metrics": { + "chars": 714, + "bytes_utf8": 714, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fd537a89e909a43b4d53d58e95a3be52b6ca28e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74522a1adf68abd2153b07ba4e601c8fcbb2a810 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-8001-7b82-a480-32e0b28401f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col bound to \\\"children\\\" and measure_col bound to \\\"children\\\". CAST to NUMERIC is needed because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c5cdb0f073d1358f32e4a67c53d82e86bcd6ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col bound to \"children\" and measure_col bound to \"children\". CAST to NUMERIC is needed because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6418daf170f38201a059555964e848388899967a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:51.120328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:53.499848Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:03.374857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e6435aed16955f40bce8085bff21bf4d79b26f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "2", "total_measure": 992}, {"children": "3", "total_measure": 972}, {"children": "1", "total_measure": 672}, {"children": "5", "total_measure": 210}, {"children": "4", "total_measure": 208}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c06e8b9cb573123ce9c945c47e56c080b683ab9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_fc9319b0285d4d23 +-- problem_id: v2p_m4_6939b0fe5a8cd707 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..938f83a4f7a68ac2dbb96001ccd67b3f203cc267 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"children\", \"total_measure\"], \"rows\": [{\"children\": \"2\", \"total_measure\": 992}, {\"children\": \"3\", \"total_measure\": 972}, {\"children\": \"1\", \"total_measure\": 672}, {\"children\": \"5\", \"total_measure\": 210}, {\"children\": \"4\", \"total_measure\": 208}, {\"children\": \"0\", \"total_measure\": 0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64a6064059ed78f048de99eddd0ce64a8dafaaf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:07:50.910117+00:00", + "ended_at": "2026-05-04T08:08:04.085159+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_fc9319b0285d4d23", + "problem_id": "v2p_m4_6939b0fe5a8cd707", + "dataset_id": "m4", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_fc9319b0285d4d23.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fc9319b0285d4d23", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21713, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13144.85, + "sql_execution_elapsed_ms_total": 2.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_fc9319b0285d4d23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c53abdb2abc52ff832ad363d20887c53b042eded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fc9319b0285d4d23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:04.075334+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13144.85, "started_at": "2026-05-04T08:07:50.912415+00:00", "ended_at": "2026-05-04T08:08:04.057478+00:00", "prompt_metrics": {"chars": 5302, "bytes_utf8": 5302, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:07:51.120328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:53.499848Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b3d3a000c17c7a1a80193de8527911f480e5029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-5798-7be3-b55c-baca0bec19aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the required Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c93a18fa26f238fe7909a1a3702a0967f8cde01c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the required Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \"charges\" to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17f85fd05ae29a43ad05ac35135300c13fab210e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:47.228931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:49.629281Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:58.158208Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9878f57fd0af314bcc6bacb37a698310a825fd78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "male", "region": "southeast", "target_rate": 0.009950248756218905}, {"sex": "female", "region": "northeast", "target_rate": 0.0}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "female", "region": "southwest", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f413f031990718be7e3db5d4d5b5d7dc52a29bcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_fddcf0b803bad807 +-- problem_id: v2p_m4_053154fea7828465 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d453d29747ee9937f504f693dc5e9704e625361 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.009950248756218905}, {\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77ff0ca0d0d5997bda5e67dc64dbfa0904d8556c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_d", + "dataset_id": "m4", + "started_at": "2026-05-04T08:20:46.969559+00:00", + "ended_at": "2026-05-04T08:20:59.190311+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_fddcf0b803bad807", + "problem_id": "v2p_m4_053154fea7828465", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\sql\\v2q_m4_fddcf0b803bad807.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fddcf0b803bad807", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 21848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12171.24, + "sql_execution_elapsed_ms_total": 5.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_d\\m4\\artifacts\\v2q_m4_fddcf0b803bad807\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2f9938d25de27c46219d8e3b8bf2b3bde57381d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/artifacts/v2q_m4_fddcf0b803bad807/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:59.174238+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12171.24, "started_at": "2026-05-04T08:20:46.971630+00:00", "ended_at": "2026-05-04T08:20:59.143026+00:00", "prompt_metrics": {"chars": 5599, "bytes_utf8": 5599, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:20:47.228931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:49.629281Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_091ea2312faacbe9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_091ea2312faacbe9.sql new file mode 100644 index 0000000000000000000000000000000000000000..91147a7b7b922d81298c2754d47b5b83e9601497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_091ea2312faacbe9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_091ea2312faacbe9 +-- problem_id: v2p_m4_1809567dec9baebb +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_0afc02fdb9a813b6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_0afc02fdb9a813b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..51ad56829e6804ab799b2c802f26d155e3ed0fab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_0afc02fdb9a813b6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_0afc02fdb9a813b6 +-- problem_id: v2p_m4_601e9a8065141c33 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_0cd743a674d3c9e4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_0cd743a674d3c9e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..a16d3f83ae1335b56179036d24e61bbaaf069419 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_0cd743a674d3c9e4.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_0cd743a674d3c9e4 +-- problem_id: v2p_m4_5606ebb37fcfc386 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_num" + FROM "m4" + WHERE CAST("charges" AS REAL) = 10096.97 +), +"ranked" AS ( + SELECT + "region", + "bmi_num", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY "bmi_num") AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "filtered" +) +SELECT + "region", + MIN(CASE WHEN "rn" >= "cnt" * 0.9 THEN "bmi_num" END) AS "conditional_percentile" +FROM "ranked" +GROUP BY "region" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_15b8288785f7fc72.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_15b8288785f7fc72.sql new file mode 100644 index 0000000000000000000000000000000000000000..25f11995203b293b2168d5a4234bb88384e704f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_15b8288785f7fc72.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_15b8288785f7fc72 +-- problem_id: v2p_m4_81d27edaa236f8a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS row_count +FROM "m4" +GROUP BY "region" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1738401e2012e53e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1738401e2012e53e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d5ee42c77b8ee538221279d06b6a1e6d67254af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1738401e2012e53e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_1738401e2012e53e +-- problem_id: v2p_m4_cc50281dffdcfb9b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_173dc69363fbcbab.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_173dc69363fbcbab.sql new file mode 100644 index 0000000000000000000000000000000000000000..eed5d06f5b599967c5a18afdb1c26d7b4e32d7c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_173dc69363fbcbab.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_173dc69363fbcbab +-- problem_id: v2p_m4_090c7e9476cf843a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1c9a120f3f99e8f8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1c9a120f3f99e8f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..07e8458b8720ecaa7e6082e6af7a5a670e0cdfe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1c9a120f3f99e8f8.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_1c9a120f3f99e8f8 +-- problem_id: v2p_m4_0d5bdf1d39cd8f09 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_num" + FROM "m4" + WHERE "smoker" = 'yes' + AND "sex" IS NOT NULL + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +) +SELECT + "sex", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1d318b1df0537907.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1d318b1df0537907.sql new file mode 100644 index 0000000000000000000000000000000000000000..22d9aac0f5d6b58595bfd8a7d64ce5984284c063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1d318b1df0537907.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_1d318b1df0537907 +-- problem_id: v2p_m4_dac09e28d79ea14f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sex" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "sex" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1f730533602efff3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1f730533602efff3.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ce063bab2fa2ac76c5ac0314adb6c5a0e209692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_1f730533602efff3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_1f730533602efff3 +-- problem_id: v2p_m4_6ece87a8b17d0766 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2600b55ce4d5c2d2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2600b55ce4d5c2d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..730a5baab03c1fe1128afe2edcc3e3a87c3b4520 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2600b55ce4d5c2d2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_2600b55ce4d5c2d2 +-- problem_id: v2p_m4_e2dbd187ca2c852f +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_27199dfc029f4a21.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_27199dfc029f4a21.sql new file mode 100644 index 0000000000000000000000000000000000000000..71933f0e973707a344df93419b19542994373c6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_27199dfc029f4a21.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_27199dfc029f4a21 +-- problem_id: v2p_m4_a41bb0ced785db4a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_294448a6a619822a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_294448a6a619822a.sql new file mode 100644 index 0000000000000000000000000000000000000000..eca8895a0cd51762236fc776a1f7ef4f7df548c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_294448a6a619822a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_294448a6a619822a +-- problem_id: v2p_m4_dbbd908d680efb07 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2a63d732aa0025b3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2a63d732aa0025b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..48caec41b850619bc8ac455e7d594cfb2a1bb16a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2a63d732aa0025b3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_2a63d732aa0025b3 +-- problem_id: v2p_m4_297c9ba20f13cef9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "children" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2b6fe1b4cccc5837.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2b6fe1b4cccc5837.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfbf389e05e46659545736e3451dd824a7174ffb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2b6fe1b4cccc5837.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_2b6fe1b4cccc5837 +-- problem_id: v2p_m4_1b8cf5fe2901c4e2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "smoker" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "smoker" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2f4acac82929f0fc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2f4acac82929f0fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..c415c87bc0f674d9dbb6afba73427df0be629266 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2f4acac82929f0fc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_2f4acac82929f0fc +-- problem_id: v2p_m4_bb10c83c49cf8519 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2ff414b1756d5608.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2ff414b1756d5608.sql new file mode 100644 index 0000000000000000000000000000000000000000..acdece9d37da4eda23631c6cde87c081650175e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_2ff414b1756d5608.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_2ff414b1756d5608 +-- problem_id: v2p_m4_9eb14eb68058f15b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "region" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_310de2036e677dfb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_310de2036e677dfb.sql new file mode 100644 index 0000000000000000000000000000000000000000..442b40e326978f32c2f1fb6c21eabda0b19c3471 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_310de2036e677dfb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_310de2036e677dfb +-- problem_id: v2p_m4_71e72699d2d92914 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "region", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "region") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3347992a2fff411b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3347992a2fff411b.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbe7596f4cbe52da31ba10b192cf3b2f43c60520 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3347992a2fff411b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_3347992a2fff411b +-- problem_id: v2p_m4_54b50e3d85c86af0 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3361b010da4f6cee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3361b010da4f6cee.sql new file mode 100644 index 0000000000000000000000000000000000000000..37ee2190b2b8069f28ba183974a30b25bebe85b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3361b010da4f6cee.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_3361b010da4f6cee +-- problem_id: v2p_m4_e2efcb23bebaf77b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3422b7dafce43ccf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3422b7dafce43ccf.sql new file mode 100644 index 0000000000000000000000000000000000000000..61753fbec4474286b2b33bc478026feb584bbc21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3422b7dafce43ccf.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_3422b7dafce43ccf +-- problem_id: v2p_m4_fb7b0be06ccbf6b2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_34753ba7d7049030.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_34753ba7d7049030.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba95c13ad63e98a76bc19fadb2b89c8c239aecb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_34753ba7d7049030.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_34753ba7d7049030 +-- problem_id: v2p_m4_2702e11085db8f7b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_368916ac92b88d1c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_368916ac92b88d1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..94f7b3ce1aff7736cad5010090beb482f0359804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_368916ac92b88d1c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_368916ac92b88d1c +-- problem_id: v2p_m4_9d645b80e2b9ef8d +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_372f13402d004a4d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_372f13402d004a4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..f68d44e456a2d0624854fe6bda5f1c71d8ac2bed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_372f13402d004a4d.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_372f13402d004a4d +-- problem_id: v2p_m4_3c7772537a06e223 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_38b1cd9c0b51e66c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_38b1cd9c0b51e66c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9b632dc4854677422e757ef57cba50034e8c1c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_38b1cd9c0b51e66c.sql @@ -0,0 +1,53 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_38b1cd9c0b51e66c +-- problem_id: v2p_m4_b25d88f9727f1f81 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure" + FROM "m4" + WHERE "charges" = '10602.385' +), +"ordered" AS ( + SELECT + "smoker", + "measure", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "smoker", + (("cnt" - 1) * 0.9) + 1.0 AS "pos", + CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) AS "lo", + CASE + WHEN ((("cnt" - 1) * 0.9) + 1.0) = CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) + THEN CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) + ELSE CAST((((("cnt" - 1) * 0.9) + 1.0)) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" +) +SELECT + o."smoker", + CASE + WHEN b."lo" = b."hi" THEN MAX(CASE WHEN o."rn" = b."lo" THEN o."measure" END) + ELSE + MAX(CASE WHEN o."rn" = b."lo" THEN o."measure" END) * (b."hi" - b."pos") + + MAX(CASE WHEN o."rn" = b."hi" THEN o."measure" END) * (b."pos" - b."lo") + END AS "conditional_percentile" +FROM "ordered" AS o +JOIN "bounds" AS b + ON o."smoker" = b."smoker" +GROUP BY o."smoker" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_39ac0a5ea5d97b72.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_39ac0a5ea5d97b72.sql new file mode 100644 index 0000000000000000000000000000000000000000..e68525a04879c3579cf9e32eef17ab010e87c4db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_39ac0a5ea5d97b72.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_39ac0a5ea5d97b72 +-- problem_id: v2p_m4_0e8b95e7c3e8ae86 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS row_count +FROM "m4" +GROUP BY "sex" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3d308ed75b5c759e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3d308ed75b5c759e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d27a711c838ed08cf541cb32372130c68e561f1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3d308ed75b5c759e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_3d308ed75b5c759e +-- problem_id: v2p_m4_7b45043a11ad6a79 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3d7ecc73047ec3ab.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3d7ecc73047ec3ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f3723d11e9aa78f46a2f05189ef3a5d8413671b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3d7ecc73047ec3ab.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_3d7ecc73047ec3ab +-- problem_id: v2p_m4_f10b288206124d00 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS row_count +FROM "m4" +GROUP BY "smoker" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3ff29ef62d047cbc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3ff29ef62d047cbc.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffc280a97da19d0ea3f6c72cfdc48697b79c46bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_3ff29ef62d047cbc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_3ff29ef62d047cbc +-- problem_id: v2p_m4_07926b9bf1b29bde +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_479e14fc74af04bf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_479e14fc74af04bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..888e4346bc66c1a6008a619b9b563bbaea06efaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_479e14fc74af04bf.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_479e14fc74af04bf +-- problem_id: v2p_m4_208c7ae9554458fa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_481987bb936cc412.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_481987bb936cc412.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb84f5c7171b43efc03d9b534a0873afa40e8796 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_481987bb936cc412.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_481987bb936cc412 +-- problem_id: v2p_m4_41a3b6b9a79d0196 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4a16409b12941def.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4a16409b12941def.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5c73d12784ea8983d66b42824f12387c1fb9187 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4a16409b12941def.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_4a16409b12941def +-- problem_id: v2p_m4_03bff5620d7acfd3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "children", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "children") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4a3fd6911884a2d5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4a3fd6911884a2d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e4d0d72dde7a79b3a154f45be833e07c80cd149 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4a3fd6911884a2d5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_4a3fd6911884a2d5 +-- problem_id: v2p_m4_0621cc1fec4c032a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4aa21bace514a7c5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4aa21bace514a7c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..4398edc366573f2fc8d0b6d870f432571801e306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4aa21bace514a7c5.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_4aa21bace514a7c5 +-- problem_id: v2p_m4_2a1617ebe085653b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "age" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "smoker", + "age_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INT) +) +SELECT + "smoker", + "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4aeb4b39927441e6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4aeb4b39927441e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bee68b73cd7c643b54e2f01ae3290def008c6b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4aeb4b39927441e6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_4aeb4b39927441e6 +-- problem_id: v2p_m4_d5db9ba915b9ac4a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4ef53dc7e161c4b6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4ef53dc7e161c4b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..fab2c4b712915359852a11cdc86a014c9adf34eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_4ef53dc7e161c4b6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_4ef53dc7e161c4b6 +-- problem_id: v2p_m4_fe87b421778ac9a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'female' +GROUP BY "region" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_509daff7a2681ce8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_509daff7a2681ce8.sql new file mode 100644 index 0000000000000000000000000000000000000000..08da500efa5d8802bb2ae4808ec3d77123bffb93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_509daff7a2681ce8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_509daff7a2681ce8 +-- problem_id: v2p_m4_16176d7ba1aa6889 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_516d39ea6a901025.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_516d39ea6a901025.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bc72ab77519f582c46e1204019d18fe70dc9f21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_516d39ea6a901025.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_516d39ea6a901025 +-- problem_id: v2p_m4_0f3820fab22ecff9 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_54a0347815fa3599.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_54a0347815fa3599.sql new file mode 100644 index 0000000000000000000000000000000000000000..922c9b8bf7be3fff3d33325bc62819341c2fab23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_54a0347815fa3599.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_54a0347815fa3599 +-- problem_id: v2p_m4_b3b38556784be8b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5a0140418dcf8a29.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5a0140418dcf8a29.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d81c75f6476a878a4ec31ce7608219c442da26d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5a0140418dcf8a29.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5a0140418dcf8a29 +-- problem_id: v2p_m4_f96c8e1857ba4861 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_num" + FROM "m4" + WHERE "region" = 'southwest' +), +"ranked" AS ( + SELECT + "smoker", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"cutoff" AS ( + SELECT + "smoker", + "age_num", + "rn", + "cnt", + CAST(0.9 * "cnt" AS INTEGER) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 ELSE 0 END AS "target_rn" + FROM "ranked" +) +SELECT + "smoker", + "age_num" AS "conditional_percentile" +FROM "cutoff" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5a9f3255c0e7b1ed.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5a9f3255c0e7b1ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..9da3de245f4543543cb71760e92666076636ebc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5a9f3255c0e7b1ed.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5a9f3255c0e7b1ed +-- problem_id: v2p_m4_9d2f9b2a24fd6968 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "region", + CAST("age" AS REAL) AS age_value, + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("age" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "region" + ) AS cnt + FROM "m4" + WHERE "sex" = 'male' + AND "region" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "region", + age_value AS conditional_percentile +FROM ranked +WHERE rn = CAST((0.9 * cnt) AS INT) + + CASE + WHEN (0.9 * cnt) > CAST((0.9 * cnt) AS INT) THEN 1 + ELSE 0 + END +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5b3b72d1608cc6b4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5b3b72d1608cc6b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..efba083607f9d63bf67942ef59abc88c4b6c93ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5b3b72d1608cc6b4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_5b3b72d1608cc6b4 +-- problem_id: v2p_m4_d25ba59bfccb1034 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5c36a17acf067631.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5c36a17acf067631.sql new file mode 100644 index 0000000000000000000000000000000000000000..f245050ab13c527a74dc4c9871d643db246e8a7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5c36a17acf067631.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_5c36a17acf067631 +-- problem_id: v2p_m4_87c8725c931563cc +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5c7f2391b34fcc4a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5c7f2391b34fcc4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..dec720d7a8303a51fdde1c2828d73327996b12a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5c7f2391b34fcc4a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_5c7f2391b34fcc4a +-- problem_id: v2p_m4_dbc00def5a8187a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5d411bbdda2a2f1b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5d411bbdda2a2f1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..645ab8375eab15ccb6f2fe3da8a11f0a397b4f65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5d411bbdda2a2f1b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_5d411bbdda2a2f1b +-- problem_id: v2p_m4_830ca954fd30b199 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", AVG(CAST("bmi" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5dd3a40282ee61c0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5dd3a40282ee61c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..774e78e0d4a448aee1a7bbebf9f178a2aad5aac4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5dd3a40282ee61c0.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_5dd3a40282ee61c0 +-- problem_id: v2p_m4_295132e30ee4b9c3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5f1fe373ffb68295.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5f1fe373ffb68295.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ff813e06aa3cc5623462865f0b59365397685bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_5f1fe373ffb68295.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_5f1fe373ffb68295 +-- problem_id: v2p_m4_30e33210a5b9ad9a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" +), +"picked" AS ( + SELECT + "sex", + "age_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999999) AS INTEGER) +) +SELECT + "sex", + "age_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_614e6f66611bbbbc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_614e6f66611bbbbc.sql new file mode 100644 index 0000000000000000000000000000000000000000..fce033c70732b5450bf800af954ad1b84819973c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_614e6f66611bbbbc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_614e6f66611bbbbc +-- problem_id: v2p_m4_a12f0026f2fe3f62 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_61d3e34b498ac031.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_61d3e34b498ac031.sql new file mode 100644 index 0000000000000000000000000000000000000000..0848e2f3797767253aa7941ae4fac6076c068833 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_61d3e34b498ac031.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_61d3e34b498ac031 +-- problem_id: v2p_m4_353d185a499bb561 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"target_rank" AS ( + SELECT + "sex", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "sex", "cnt" +) +SELECT + r."sex", + r."bmi_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target_rank" AS t + ON r."sex" = t."sex" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_62c2dbed236f3c76.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_62c2dbed236f3c76.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b3dfe757cf0e2496e949a4df79e8cbdc2647903 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_62c2dbed236f3c76.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_62c2dbed236f3c76 +-- problem_id: v2p_m4_a9added9082ae32f +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_63c7428c65d37a3e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_63c7428c65d37a3e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b9d81eec9b01ce59a6637f20f1d75fb4f164bfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_63c7428c65d37a3e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_63c7428c65d37a3e +-- problem_id: v2p_m4_2ba699ff82634db0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_642da599c76eaa97.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_642da599c76eaa97.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e0d094c5f864f4a9a4842e0d9f598fb78f25df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_642da599c76eaa97.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_642da599c76eaa97 +-- problem_id: v2p_m4_e645d92c3a5b0a83 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_64491954c3dd994d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_64491954c3dd994d.sql new file mode 100644 index 0000000000000000000000000000000000000000..dae35435d0b862bdfcb3c90f05f9252f1485d9c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_64491954c3dd994d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_64491954c3dd994d +-- problem_id: v2p_m4_59dc7e2aa70f800f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "children", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY "children") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6561fec6db2109da.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6561fec6db2109da.sql new file mode 100644 index 0000000000000000000000000000000000000000..01894896858deee5a42ead90d1816d084f3f117e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6561fec6db2109da.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_6561fec6db2109da +-- problem_id: v2p_m4_7bbb9feaa8237773 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6864e4cf5e8ed338.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6864e4cf5e8ed338.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcacf1cfc391afa477591c11d53bb883a5f10836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6864e4cf5e8ed338.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_6864e4cf5e8ed338 +-- problem_id: v2p_m4_2cb405d553c6d10a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_693eaecab2c73d5e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_693eaecab2c73d5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1eaaf74eca1d1a6361cfb32ed1ee8e92b707845f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_693eaecab2c73d5e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_693eaecab2c73d5e +-- problem_id: v2p_m4_f7438fde078bdc4b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "region" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6a683385692aae9c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6a683385692aae9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1729b7d77f59141fbdeaac04527acc86dd6a57df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6a683385692aae9c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_6a683385692aae9c +-- problem_id: v2p_m4_5af511af3e4d03aa +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6b534048b2e325e5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6b534048b2e325e5.sql new file mode 100644 index 0000000000000000000000000000000000000000..19cd09bc61ea1a2704c4ceaee75f22e094b6b25e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6b534048b2e325e5.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_6b534048b2e325e5 +-- problem_id: v2p_m4_2cfc7053f8aff8e6 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_num" + FROM "m4" + WHERE "children" = '1' + AND "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "bmi_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "bmi_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +) +SELECT + "sex", + "bmi_num" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST(((9 * "cnt") + 9) / 10 AS INT) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6dc70b8c5aa6f878.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6dc70b8c5aa6f878.sql new file mode 100644 index 0000000000000000000000000000000000000000..acd5f165097674704cd7653a3e7918d1ac5111ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6dc70b8c5aa6f878.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_6dc70b8c5aa6f878 +-- problem_id: v2p_m4_1bb87f3061f94257 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6f889e766c97c78d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6f889e766c97c78d.sql new file mode 100644 index 0000000000000000000000000000000000000000..880efcef77ee703391c7d6bf5873a7ee0a8f77c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6f889e766c97c78d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_6f889e766c97c78d +-- problem_id: v2p_m4_7f484d82676bcf60 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS row_count +FROM "m4" +GROUP BY "smoker" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6fa4d28e2d555532.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6fa4d28e2d555532.sql new file mode 100644 index 0000000000000000000000000000000000000000..7803eea54ef7f98cf869288c112c29edbda56089 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6fa4d28e2d555532.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_6fa4d28e2d555532 +-- problem_id: v2p_m4_480ee9378a77d36f +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure" + FROM "m4" + WHERE CAST("charges" AS REAL) = 10096.97 +), +"ranked" AS ( + SELECT + "smoker", + "measure", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"quantiles" AS ( + SELECT + "smoker", + MIN("measure") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "smoker" +) +SELECT + "groups"."smoker", + "quantiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "quantiles" + ON "groups"."smoker" = "quantiles"."smoker" +ORDER BY "quantiles"."conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6fc9ec36fb00b82e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6fc9ec36fb00b82e.sql new file mode 100644 index 0000000000000000000000000000000000000000..433cc084d6e2fa64e3aa8f9718e0c7ed4e701cd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_6fc9ec36fb00b82e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_6fc9ec36fb00b82e +-- problem_id: v2p_m4_4cd28186e5d0ddc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_702e9f528bb43779.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_702e9f528bb43779.sql new file mode 100644 index 0000000000000000000000000000000000000000..912f29734e1c084163c79c1cfab1f005c4b69317 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_702e9f528bb43779.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_702e9f528bb43779 +-- problem_id: v2p_m4_ef7138c9d350c53e +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7074ab4652ea3f2a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7074ab4652ea3f2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..22b104e0cdd794808eab72ad2c5db0dc95ff264f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7074ab4652ea3f2a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_7074ab4652ea3f2a +-- problem_id: v2p_m4_26e507969152088b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_734d1aca27dd68a0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_734d1aca27dd68a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..85ae12f88c89b521154bf527a89e6faf54658752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_734d1aca27dd68a0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_734d1aca27dd68a0 +-- problem_id: v2p_m4_f06856a7452f509e +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_74541e90c2218c0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_74541e90c2218c0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bf1246045a8312c8ee3d51cfc1a95424d82bce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_74541e90c2218c0e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_74541e90c2218c0e +-- problem_id: v2p_m4_7ef77bec2594a44e +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_74a1167dd511366a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_74a1167dd511366a.sql new file mode 100644 index 0000000000000000000000000000000000000000..1faee57523bfeb4672d5ad5ef99cff3987bf275d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_74a1167dd511366a.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_74a1167dd511366a +-- problem_id: v2p_m4_af58e1ed4fa91d64 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "children_value", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY CAST("children" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "children" IS NOT NULL +), +"params" AS ( + SELECT + "smoker", + 0.95 * ("cnt" - 1) + 1 AS "pos", + CAST(FLOOR(0.95 * ("cnt" - 1) + 1) AS INTEGER) AS "lo", + CAST(CEIL(0.95 * ("cnt" - 1) + 1) AS INTEGER) AS "hi" + FROM "ordered" + GROUP BY "smoker", "cnt" +) +SELECT + "p"."smoker", + CASE + WHEN "p"."lo" = "p"."hi" THEN MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."children_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."children_value" END) * ("p"."hi" - "p"."pos") + + MAX(CASE WHEN "o"."rn" = "p"."hi" THEN "o"."children_value" END) * ("p"."pos" - "p"."lo") + END AS "percentile_measure" +FROM "params" AS "p" +JOIN "ordered" AS "o" + ON "o"."smoker" = "p"."smoker" +GROUP BY "p"."smoker", "p"."pos", "p"."lo", "p"."hi" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_75e606c72a26509b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_75e606c72a26509b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fae7909013e33cf6c70c74b3e30d6d65815e97ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_75e606c72a26509b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_75e606c72a26509b +-- problem_id: v2p_m4_98de6d6d899d0dd7 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'male' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_770ca6443dd756db.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_770ca6443dd756db.sql new file mode 100644 index 0000000000000000000000000000000000000000..1438fd6ea4a4df4b10a7658e94e8af73ebbe4a73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_770ca6443dd756db.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_770ca6443dd756db +-- problem_id: v2p_m4_69ec637bd31ed143 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"thresholds" AS ( + SELECT + "sex", + "bmi_value", + "rn", + CASE + WHEN CAST(0.9 * "cnt" AS INTEGER) = 0.9 * "cnt" THEN CAST(0.9 * "cnt" AS INTEGER) + ELSE CAST(0.9 * "cnt" AS INTEGER) + 1 + END AS "target_rn" + FROM "ranked" +) +SELECT + "sex", + MIN("bmi_value") AS "percentile_measure" +FROM "thresholds" +WHERE "rn" >= "target_rn" +GROUP BY "sex" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7781cfbd4b089bd8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7781cfbd4b089bd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0731145a85999081d14ba337ad8e6172b1f1ff86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7781cfbd4b089bd8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_7781cfbd4b089bd8 +-- problem_id: v2p_m4_56f170c67a9c22fa +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7805e30e00300198.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7805e30e00300198.sql new file mode 100644 index 0000000000000000000000000000000000000000..27796bce02593a0914533cbf751cb63c2cea691e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7805e30e00300198.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_7805e30e00300198 +-- problem_id: v2p_m4_033c2044ad3d0f94 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7a0b02c0931ee5a0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7a0b02c0931ee5a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..11e1cd2bd4c682e887250319422d24218fa300ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7a0b02c0931ee5a0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_7a0b02c0931ee5a0 +-- problem_id: v2p_m4_f28cbd5a9481f70b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7a794d6f06bf7627.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7a794d6f06bf7627.sql new file mode 100644 index 0000000000000000000000000000000000000000..6798eda0a1936e233d5e010ca979128b3765a4e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7a794d6f06bf7627.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_7a794d6f06bf7627 +-- problem_id: v2p_m4_44e793efa8d66acb +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7b0011108fd58878.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7b0011108fd58878.sql new file mode 100644 index 0000000000000000000000000000000000000000..862aa31c2acd7ef6030eeb3d18b78156f42fe7fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7b0011108fd58878.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_7b0011108fd58878 +-- problem_id: v2p_m4_b95d93835e3c8746 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7b9118fc9491338b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7b9118fc9491338b.sql new file mode 100644 index 0000000000000000000000000000000000000000..c470b2b1b23bf4e2c3d84acf0caa0c8498ccb1ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7b9118fc9491338b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_7b9118fc9491338b +-- problem_id: v2p_m4_94506f79c7432b86 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7bb9b72e4c2bf8c5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7bb9b72e4c2bf8c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd536623e5df8d455d3f7998732158eb13f2bc71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_7bb9b72e4c2bf8c5.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_7bb9b72e4c2bf8c5 +-- problem_id: v2p_m4_ac08cff48c9a6a9e +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_80e36fe7d9a4c61c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_80e36fe7d9a4c61c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7e0fdd57106fb4df2970c5eb5e80fef364e4550 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_80e36fe7d9a4c61c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_80e36fe7d9a4c61c +-- problem_id: v2p_m4_80badedbfb931362 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_85b89d2cf01456ec.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_85b89d2cf01456ec.sql new file mode 100644 index 0000000000000000000000000000000000000000..95ac94e83e09070f252752a2065c9d9445b78c2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_85b89d2cf01456ec.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_85b89d2cf01456ec +-- problem_id: v2p_m4_fd3fc84f5b87ffbb +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "m4" +), +"percentile_rows" AS ( + SELECT + "sex", + "age_value" AS "percentile_measure", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "rn") AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INT) +) +SELECT + "sex", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8676b669269f41d0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8676b669269f41d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bd17de4d5063575c9e76e9393846ae9b565abfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8676b669269f41d0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_8676b669269f41d0 +-- problem_id: v2p_m4_c2c5c15fca20ceaf +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'southeast' +GROUP BY "sex" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_87241b76085877ca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_87241b76085877ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bbbdcd9ecae8d1b0276a2f5526aca285118f6f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_87241b76085877ca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_87241b76085877ca +-- problem_id: v2p_m4_b758f9d57f3d37e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bmi", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m4" +GROUP BY "bmi" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_889219b4f94a7d24.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_889219b4f94a7d24.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b2f1b3f894cc2bc40ccbf115deab234abd0cd24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_889219b4f94a7d24.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_889219b4f94a7d24 +-- problem_id: v2p_m4_f6ed488698a20c04 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "children", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "children") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_89218b297ec96293.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_89218b297ec96293.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7aab6a96089982951cc5e7df3e33a84e0f42b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_89218b297ec96293.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_89218b297ec96293 +-- problem_id: v2p_m4_1f1399af7cd13429 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8a500ca4743a5111.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8a500ca4743a5111.sql new file mode 100644 index 0000000000000000000000000000000000000000..06f69760cdaa614bf955ea746b68979dad7d7336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8a500ca4743a5111.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_8a500ca4743a5111 +-- problem_id: v2p_m4_391e617ca6a0ca58 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8aae0b20b922a735.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8aae0b20b922a735.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a3e150ff38788083176cc173116b604d941ed37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8aae0b20b922a735.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_8aae0b20b922a735 +-- problem_id: v2p_m4_1d2a811f398886ab +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8adc0078fb69d527.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8adc0078fb69d527.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca06ff1002c0b0e6afd95e590a31b412204b1edf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8adc0078fb69d527.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_8adc0078fb69d527 +-- problem_id: v2p_m4_a1316a821d2a8d4d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8e6146820421a351.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8e6146820421a351.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3d44d9cc2d37509032659c6898b0fedb94f784a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_8e6146820421a351.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_8e6146820421a351 +-- problem_id: v2p_m4_5f92b5cc72f41c2f +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9195764558656a66.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9195764558656a66.sql new file mode 100644 index 0000000000000000000000000000000000000000..588abf2129582407fb17b19a59bcd9c8aeff37bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9195764558656a66.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_9195764558656a66 +-- problem_id: v2p_m4_72db7c7dcef812a8 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("age" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9384babb326bce02.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9384babb326bce02.sql new file mode 100644 index 0000000000000000000000000000000000000000..bca206b25979e44c9b50fe1a594072ca544e7489 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9384babb326bce02.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_9384babb326bce02 +-- problem_id: v2p_m4_c1076be79677dd23 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" +), +"percentile_point" AS ( + SELECT + "region", + "age_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "region", + "age_value" AS "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_94d82f6699b0acb4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_94d82f6699b0acb4.sql new file mode 100644 index 0000000000000000000000000000000000000000..81d84ff6864b441831cd6bcd457347f131cfc615 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_94d82f6699b0acb4.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_94d82f6699b0acb4 +-- problem_id: v2p_m4_8f1e8984e80d5e5f +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" +), +"percentiles" AS ( + SELECT + "region", + MIN("age_value") AS "percentile_measure" + FROM "ordered" + WHERE "rn" >= CAST(CEIL(0.9 * "cnt") AS INTEGER) + GROUP BY "region" +) +SELECT "region", "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_96db1ebeab7356c3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_96db1ebeab7356c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5dd9c42773c1995cb421a4ebd7b461c249f2671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_96db1ebeab7356c3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_96db1ebeab7356c3 +-- problem_id: v2p_m4_dbf8597c125db89a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '10797.3362' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9931c518fbf959ff.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9931c518fbf959ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..31a0c10e437e504b9434727f4f188f9a9a636396 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9931c518fbf959ff.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_9931c518fbf959ff +-- problem_id: v2p_m4_eba0af96a83b9952 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9a4d8ede4cb67592.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9a4d8ede4cb67592.sql new file mode 100644 index 0000000000000000000000000000000000000000..76daef12d1401ae38f64efcacb4d0e258aee3918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9a4d8ede4cb67592.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_9a4d8ede4cb67592 +-- problem_id: v2p_m4_cf7d3dcce0aaaf29 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9cf107bf0bfb5ff1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9cf107bf0bfb5ff1.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab8de6fdbf99494324e417b4822c92a134f98651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_9cf107bf0bfb5ff1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_9cf107bf0bfb5ff1 +-- problem_id: v2p_m4_451203e8b1362fd9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN "charges" = '1121.8739' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a07ce09dc584f6a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a07ce09dc584f6a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..34257798e884045fba2fa0c038a11401d0be7d1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a07ce09dc584f6a5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_a07ce09dc584f6a5 +-- problem_id: v2p_m4_597b90ceaaf03677 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a0e081c3ddd425cc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a0e081c3ddd425cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b2fd57fb6ab40d92032d126f414dc69aad9b197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a0e081c3ddd425cc.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_a0e081c3ddd425cc +-- problem_id: v2p_m4_beb946bd80b22ed0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "measure" + FROM "m4" + WHERE "region" = 'southeast' + AND "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ordered" AS ( + SELECT + "children", + "measure", + ROW_NUMBER() OVER (PARTITION BY "children" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "children") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "children", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" +) +SELECT + b."children", + CASE + WHEN b."lo_rn" = b."hi_rn" THEN lo."measure" + ELSE lo."measure" + (b."pos" - b."lo_rn") * (hi."measure" - lo."measure") + END AS "conditional_percentile" +FROM "bounds" AS b +JOIN "ordered" AS lo + ON lo."children" = b."children" + AND lo."rn" = b."lo_rn" +JOIN "ordered" AS hi + ON hi."children" = b."children" + AND hi."rn" = b."hi_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a0fbc26c0abbee32.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a0fbc26c0abbee32.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf0904fdab637b8d1ada74750d7b4b8887bee174 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a0fbc26c0abbee32.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_a0fbc26c0abbee32 +-- problem_id: v2p_m4_f9586d2d29be1f9f +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a2bce27e7cc89825.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a2bce27e7cc89825.sql new file mode 100644 index 0000000000000000000000000000000000000000..8751b415b418221d7e5a098f445f61328f34e6d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a2bce27e7cc89825.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_a2bce27e7cc89825 +-- problem_id: v2p_m4_abcc7d5abaa5de73 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a476bc7401d86718.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a476bc7401d86718.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1d42ebfb73bd9b178f151d10d71c1e54d5a98d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a476bc7401d86718.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_a476bc7401d86718 +-- problem_id: v2p_m4_6505ffd0d42d7b8f +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a4df9bc0b31790a2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a4df9bc0b31790a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..2dc2a9009ce51545d037d0a21de466c3ee0cdd89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a4df9bc0b31790a2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_a4df9bc0b31790a2 +-- problem_id: v2p_m4_9af6f97015e8c4c5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a575f68fd25f2ca4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a575f68fd25f2ca4.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbc6e79bdd2b7de3e3d494015c46ac98bd126539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a575f68fd25f2ca4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_a575f68fd25f2ca4 +-- problem_id: v2p_m4_7b7f53792a7d359a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "region" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a5e1f4b39ab8bf82.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a5e1f4b39ab8bf82.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3685a8af87a80a12365190eecc3a3c182ab672a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a5e1f4b39ab8bf82.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_a5e1f4b39ab8bf82 +-- problem_id: v2p_m4_e6fc95637dbf9b08 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a6069250839c4f36.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a6069250839c4f36.sql new file mode 100644 index 0000000000000000000000000000000000000000..52ceba71a680ce8142b08c3f68467915ff79bd06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a6069250839c4f36.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_a6069250839c4f36 +-- problem_id: v2p_m4_dd836bd71b6c813a +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a9182f10da8bb6ff.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a9182f10da8bb6ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4563f4a8c3f39aae07b6e84d6b8f43a21d04ab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_a9182f10da8bb6ff.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_a9182f10da8bb6ff +-- problem_id: v2p_m4_0bfe47021968fca7 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "m4" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ac8ae2c605dd5efb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ac8ae2c605dd5efb.sql new file mode 100644 index 0000000000000000000000000000000000000000..46fbad27ce3b922c9bc8d1095218beaa32b760f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ac8ae2c605dd5efb.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_ac8ae2c605dd5efb +-- problem_id: v2p_m4_e1c2f0e0ddc9aa33 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_af0803e1aa0f5def.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_af0803e1aa0f5def.sql new file mode 100644 index 0000000000000000000000000000000000000000..48c791df3c1c2c604254f17b3255f24043f2974a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_af0803e1aa0f5def.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_af0803e1aa0f5def +-- problem_id: v2p_m4_9a72204f805c05a9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"picked" AS ( + SELECT + "children", + "bmi_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "children", + "bmi_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b37a531aa451fb72.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b37a531aa451fb72.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebfddc58b7319377c3789bbc9e9ca4bc5c5ade77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b37a531aa451fb72.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_b37a531aa451fb72 +-- problem_id: v2p_m4_7436d192ecd7da70 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b3d1f814adbff842.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b3d1f814adbff842.sql new file mode 100644 index 0000000000000000000000000000000000000000..24a4de4bf49d4554a37b9cff073903c63ce80a64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b3d1f814adbff842.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_b3d1f814adbff842 +-- problem_id: v2p_m4_4338318a4bbeb02e +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "children", + "bmi_value", + "rn", + "cnt", + CASE + WHEN "rn" >= 0.9 * "cnt" THEN 1 + ELSE 0 + END AS "is_percentile_candidate" + FROM "ordered" +) +SELECT + "children", + MIN("bmi_value") AS "percentile_measure" +FROM "ranked" +WHERE "is_percentile_candidate" = 1 +GROUP BY "children" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b445fb4bf2c2f97a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b445fb4bf2c2f97a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6ef55df251b1ce848ec6aed0ca010efb27479b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b445fb4bf2c2f97a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_b445fb4bf2c2f97a +-- problem_id: v2p_m4_534f5fb7a67dd3a0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sex" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "sex" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b520910969932b94.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b520910969932b94.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e7bba9f633671abb7f675e9d6715efa20148fc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b520910969932b94.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_b520910969932b94 +-- problem_id: v2p_m4_0cc979d2f31acce5 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN "charges" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b762fdd770a14f74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b762fdd770a14f74.sql new file mode 100644 index 0000000000000000000000000000000000000000..239f880462269c0244320b50deb2bd596a3e091f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b762fdd770a14f74.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_b762fdd770a14f74 +-- problem_id: v2p_m4_e71f3eef0c602afe +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b9588f9bb829483b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b9588f9bb829483b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0d925ab3301ca75a3b2b7f698b39b04effb9c54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b9588f9bb829483b.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_b9588f9bb829483b +-- problem_id: v2p_m4_8f1229288a50e9c3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("bmi" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" + WHERE "bmi" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "region", + "bmi_value" AS "percentile_measure", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT "region", "percentile_measure" +FROM "percentile_point" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b98dc63ef39787f2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b98dc63ef39787f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..b141b9e2ff4c439448a0f549b81069ea6c0fd422 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b98dc63ef39787f2.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_b98dc63ef39787f2 +-- problem_id: v2p_m4_57acf851e1f2c4c2 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b9ffc0f41015c019.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b9ffc0f41015c019.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6bfed16c58230e3e9f11885131278f9c873e838 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_b9ffc0f41015c019.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_b9ffc0f41015c019 +-- problem_id: v2p_m4_61c857649a517ff6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("bmi") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ba922325782eda03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ba922325782eda03.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1cc2a11d7bda1487d7c10538592d35cda513238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ba922325782eda03.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_ba922325782eda03 +-- problem_id: v2p_m4_f90e6fcd996e7422 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ba9da7fe2e00ea92.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ba9da7fe2e00ea92.sql new file mode 100644 index 0000000000000000000000000000000000000000..a531e1de5eec1bed2da0af1a7b316b0e6eb4a5a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ba9da7fe2e00ea92.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ba9da7fe2e00ea92 +-- problem_id: v2p_m4_95d00220c60e72e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_bbbc3959b75acdc2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_bbbc3959b75acdc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..605b06b9a6c790657aa5a236e1128e56cc08ab10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_bbbc3959b75acdc2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_bbbc3959b75acdc2 +-- problem_id: v2p_m4_9f04763535329747 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c0169d117794a1d3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c0169d117794a1d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbf0f4945787df127d850091bb9ad08062525ff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c0169d117794a1d3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_c0169d117794a1d3 +-- problem_id: v2p_m4_b9a2c4a91cd77ccc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c07dfc5e2c2017b8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c07dfc5e2c2017b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ac841c3d6b56e1f05155f1ea316bf1f90c0cc6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c07dfc5e2c2017b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_c07dfc5e2c2017b8 +-- problem_id: v2p_m4_39afe1fbf5a93a7f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("bmi") AS avg_response +FROM "m4" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c07f90ee7d1533dc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c07f90ee7d1533dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..736b521db7dee5e9fbe934c179f0b0f0246ec319 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c07f90ee7d1533dc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_c07f90ee7d1533dc +-- problem_id: v2p_m4_2db59a400a61be87 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c0a369c9969d4ec2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c0a369c9969d4ec2.sql new file mode 100644 index 0000000000000000000000000000000000000000..eee7f87d796715a17142a3cdeb87f7b9f6c76991 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c0a369c9969d4ec2.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_c0a369c9969d4ec2 +-- problem_id: v2p_m4_85b729cb67fc8371 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c421827720cb742b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c421827720cb742b.sql new file mode 100644 index 0000000000000000000000000000000000000000..7100130b5a9fc2eac4c07bf0ab35cf77bcb9d2a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c421827720cb742b.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_c421827720cb742b +-- problem_id: v2p_m4_d41aa9c0cdbc00c3 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c50a6078f9e88410.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c50a6078f9e88410.sql new file mode 100644 index 0000000000000000000000000000000000000000..8266f9c7a4a30e941e24a99e3573c980af8a08cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c50a6078f9e88410.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_c50a6078f9e88410 +-- problem_id: v2p_m4_28b5064865620971 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c61753476c74e2a7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c61753476c74e2a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..0619bdfa049463f95afcdd709917279dfd75bcd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_c61753476c74e2a7.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_c61753476c74e2a7 +-- problem_id: v2p_m4_26bc5aad363169d7 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "sex" + FROM "m4" +), +"filtered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_num" + FROM "m4" + WHERE "children" = '0' + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "bmi_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "bmi_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "sex", + MIN("bmi_num") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST((("cnt" * 95) + 99) / 100 AS INTEGER) + GROUP BY "sex" +) +SELECT + "groups"."sex", + "percentiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "percentiles" + ON "groups"."sex" = "percentiles"."sex" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cc28947566844b65.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cc28947566844b65.sql new file mode 100644 index 0000000000000000000000000000000000000000..989edfd7f70e1beec890aecd57afa6ac34f8f0a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cc28947566844b65.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_cc28947566844b65 +-- problem_id: v2p_m4_d6705d2b4ed7fd7d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "region", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "region") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cd245e384efc2a5c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cd245e384efc2a5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6777b6d58a70beec501d1ba67835d74ec742017 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cd245e384efc2a5c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_cd245e384efc2a5c +-- problem_id: v2p_m4_b9de23b389bc6aff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bmi", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "bmi" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cdedd8c6bc404e65.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cdedd8c6bc404e65.sql new file mode 100644 index 0000000000000000000000000000000000000000..3092c40761239caa7367c82583ed52298d675ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cdedd8c6bc404e65.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_cdedd8c6bc404e65 +-- problem_id: v2p_m4_ebe984d8a1036f57 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ceb3d4698f168f3a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ceb3d4698f168f3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..15e9575f61d6c01a3abbd1abc47ddcd587ed5024 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_ceb3d4698f168f3a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ceb3d4698f168f3a +-- problem_id: v2p_m4_06a47d20259be27a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cec3fa53219f18f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cec3fa53219f18f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..830db7c7635127e7e36a44d1d96bb452291c27bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cec3fa53219f18f5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_cec3fa53219f18f5 +-- problem_id: v2p_m4_3298b2760cc25762 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + MAX(CAST("children" AS REAL)) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cfe8b8a8dc3cc849.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cfe8b8a8dc3cc849.sql new file mode 100644 index 0000000000000000000000000000000000000000..edce2cd21cd8842e2c6008b1223587eac3ee5b4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_cfe8b8a8dc3cc849.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_cfe8b8a8dc3cc849 +-- problem_id: v2p_m4_fb4c7f03129de2a3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "age" IS NOT NULL +), +"params" AS ( + SELECT DISTINCT + "smoker", + (1.0 + ("cnt" - 1) * 0.95) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.95) = CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +) +SELECT + p."smoker", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) + ELSE + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) * (p."upper_rn" - p."pos") + + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) * (p."pos" - p."lower_rn") + END AS "percentile_measure" +FROM "params" AS p +JOIN "ranked" AS r + ON r."smoker" = p."smoker" +GROUP BY p."smoker" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d0803422a6a94a9b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d0803422a6a94a9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..8446e60443989beb4f08c38f0486b3dae5830cea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d0803422a6a94a9b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d0803422a6a94a9b +-- problem_id: v2p_m4_74d2113c954d2f7c +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d0f47e9d9bda1ef5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d0f47e9d9bda1ef5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f2a2d0f9134c7dd55fd447539ef70200f4ff5b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d0f47e9d9bda1ef5.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_d0f47e9d9bda1ef5 +-- problem_id: v2p_m4_8c40b5e074da555a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d25617012c40e1f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d25617012c40e1f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..d96c3117e79d682d9b4a21502bfb5725ebd5de7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d25617012c40e1f3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_d25617012c40e1f3 +-- problem_id: v2p_m4_473cef980018d51b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d432d087fbbe9702.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d432d087fbbe9702.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac09ba6d2a9cc7e49e19307ac66a96488f7a33c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d432d087fbbe9702.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_d432d087fbbe9702 +-- problem_id: v2p_m4_67039e10ae7f8169 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "children" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d5b275a3e056862c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d5b275a3e056862c.sql new file mode 100644 index 0000000000000000000000000000000000000000..da8a6c121703c46e8d2ee3da76282b9ed80355fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d5b275a3e056862c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_d5b275a3e056862c +-- problem_id: v2p_m4_7a3e2844fe505852 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d69e02e0b852410d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d69e02e0b852410d.sql new file mode 100644 index 0000000000000000000000000000000000000000..965c6fcef6e48391ff7b6661d85cb2138f716470 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d69e02e0b852410d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_d69e02e0b852410d +-- problem_id: v2p_m4_c4221a85830ad38d +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d8cb95d7e159b41e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d8cb95d7e159b41e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e068005b4011dad29d83756c0f9966dfb800f51b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_d8cb95d7e159b41e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_d8cb95d7e159b41e +-- problem_id: v2p_m4_664e64e2b0c52b17 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_da077e66d9b93718.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_da077e66d9b93718.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8ccf54eb53a7aff7f553855c691e663499308b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_da077e66d9b93718.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_da077e66d9b93718 +-- problem_id: v2p_m4_1758b37e220ee18a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", SUM(CAST("bmi" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "sex" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_db8173444d153955.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_db8173444d153955.sql new file mode 100644 index 0000000000000000000000000000000000000000..4db06a6f914fef07196993e63fea909e4fa34942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_db8173444d153955.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_db8173444d153955 +-- problem_id: v2p_m4_c00679228f01a188 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "smoker" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "smoker" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_dc4585cf9bb50de5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_dc4585cf9bb50de5.sql new file mode 100644 index 0000000000000000000000000000000000000000..a98b0a4d40b202229f37c042ea94744dc76a24ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_dc4585cf9bb50de5.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_dc4585cf9bb50de5 +-- problem_id: v2p_m4_634f3dcff2e4b25e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_num" + FROM "m4" + WHERE "smoker" = 'no' + AND "sex" IS NOT NULL + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +) +SELECT + "sex", + "age_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_dd2d7bad0da21a77.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_dd2d7bad0da21a77.sql new file mode 100644 index 0000000000000000000000000000000000000000..e15268c4d2ffbae9a1c2f3b4735e6aec4cc896b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_dd2d7bad0da21a77.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_dd2d7bad0da21a77 +-- problem_id: v2p_m4_180d5feea2a41ef7 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_de377f3150434a5a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_de377f3150434a5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..df38207c1cd2a68f266d9ceff9e6ac291136a6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_de377f3150434a5a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_de377f3150434a5a +-- problem_id: v2p_m4_959afbf72948e9b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e10771af0faefa84.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e10771af0faefa84.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4682f2a403a8fc82046a3ad295ba3155a08f554 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e10771af0faefa84.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_e10771af0faefa84 +-- problem_id: v2p_m4_9e4242156054dc22 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "smoker", + AVG(CAST("children" AS REAL)) OVER (PARTITION BY "smoker") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e1603bfd715f68b0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e1603bfd715f68b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..816bab2106155be7489e06fc1a07c0d0772aad56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e1603bfd715f68b0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_e1603bfd715f68b0 +-- problem_id: v2p_m4_3865faaaf398e678 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e349471cf5d00e1f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e349471cf5d00e1f.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e6b5614a33524cef0ea56e7f661ffbd29f3bb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e349471cf5d00e1f.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_e349471cf5d00e1f +-- problem_id: v2p_m4_a008b9c91837d41a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age" + FROM "m4" + WHERE "region" = 'southeast' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "smoker", + "age", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY "age") AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT + "smoker", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "hi" + FROM "ranked" + GROUP BY "smoker", "cnt" +), +"picked" AS ( + SELECT + b."smoker", + b."pos", + b."lo", + b."hi", + MAX(CASE WHEN r."rn" = b."lo" THEN r."age" END) AS "lo_age", + MAX(CASE WHEN r."rn" = b."hi" THEN r."age" END) AS "hi_age" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."smoker" = b."smoker" + GROUP BY b."smoker", b."pos", b."lo", b."hi" +) +SELECT + "smoker", + CASE + WHEN "lo" = "hi" THEN "lo_age" + ELSE "lo_age" + ("pos" - "lo") * ("hi_age" - "lo_age") + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e3734b4c1b948a46.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e3734b4c1b948a46.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fab04e4a97f30016ad18623bbd142cfdfafda32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e3734b4c1b948a46.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_e3734b4c1b948a46 +-- problem_id: v2p_m4_309004c77b57124c +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "bmi" IS NOT NULL +), "ranked" AS ( + SELECT + "region", + "bmi_value", + "rn", + "cnt", + CEIL(0.9 * "cnt") AS "target_rn" + FROM "ordered" +) +SELECT + "region", + "bmi_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e3d96017606d2faa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e3d96017606d2faa.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e84a70f50082b63e4a8b3f1219ad33d2682fd0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e3d96017606d2faa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_e3d96017606d2faa +-- problem_id: v2p_m4_524d0d2280f8ee58 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e47f40aad758125e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e47f40aad758125e.sql new file mode 100644 index 0000000000000000000000000000000000000000..81470bf8b524b515c5f92099b17dfc43f71e0020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e47f40aad758125e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_e47f40aad758125e +-- problem_id: v2p_m4_371777034bbc2a33 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS row_count +FROM "m4" +GROUP BY "sex" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e51c57529fa11bd8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e51c57529fa11bd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc0eaffb91e0769d7a3180b8aeda2e267ad0b6bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e51c57529fa11bd8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_e51c57529fa11bd8 +-- problem_id: v2p_m4_b9570d2573dec619 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e5f1f992ab7c8f53.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e5f1f992ab7c8f53.sql new file mode 100644 index 0000000000000000000000000000000000000000..fda895941ffc48ad9da25d183734cf87627397d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e5f1f992ab7c8f53.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_e5f1f992ab7c8f53 +-- problem_id: v2p_m4_aab8ec5adc304002 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e73a78c09898dc3c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e73a78c09898dc3c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad20cc4ae03493d0bd30fdadeeff4c81da747503 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e73a78c09898dc3c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_e73a78c09898dc3c +-- problem_id: v2p_m4_c2e0341bf295c759 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e9650ffa79f06808.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e9650ffa79f06808.sql new file mode 100644 index 0000000000000000000000000000000000000000..93d44ac7c1dfff5b3ba4c4c3b5f91e8acd8fa62f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e9650ffa79f06808.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_e9650ffa79f06808 +-- problem_id: v2p_m4_706d73f924eb33d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", SUM(CAST("age" AS REAL)) AS total_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e99447cf20ee4bd9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e99447cf20ee4bd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e520e3c0a67a2cb9a375ddfbdcfaadced5033e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_e99447cf20ee4bd9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_e99447cf20ee4bd9 +-- problem_id: v2p_m4_afc3d15ac0cf98fd +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("bmi" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_eda8518cdb765b00.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_eda8518cdb765b00.sql new file mode 100644 index 0000000000000000000000000000000000000000..740f59d25bc47f480b09c79dc0391350a07af97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_eda8518cdb765b00.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_eda8518cdb765b00 +-- problem_id: v2p_m4_49481ff01f14ede3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_edffc5598b46d761.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_edffc5598b46d761.sql new file mode 100644 index 0000000000000000000000000000000000000000..667ba67eb907e71524829384b434a63516afff3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_edffc5598b46d761.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_edffc5598b46d761 +-- problem_id: v2p_m4_e2a6178168909b87 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f11620c8210b237b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f11620c8210b237b.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b93c1a2936568dac0dac523ecce4e5908d8186a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f11620c8210b237b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_m4_f11620c8210b237b +-- problem_id: v2p_m4_f455d0c1d2f17366 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sex", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "sex") AS avg_measure +FROM "m4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f414f8bd621a7a37.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f414f8bd621a7a37.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcb4663cf982b66536c75c9ee6ab6eacb1ca9949 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f414f8bd621a7a37.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m4_f414f8bd621a7a37 +-- problem_id: v2p_m4_c2a117ec7cc1bf18 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "m4" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f62ecec473c6cbaa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f62ecec473c6cbaa.sql new file mode 100644 index 0000000000000000000000000000000000000000..47359f8608ac5b0adaef8a2a2f7df00e4b6670a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f62ecec473c6cbaa.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_f62ecec473c6cbaa +-- problem_id: v2p_m4_431dc35381081ab5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" +), +"percentile_pick" AS ( + SELECT + "smoker", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "smoker", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f99b9f3cc69ea690.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f99b9f3cc69ea690.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bf20d60831f3c6fe170a1257ebd78325bad9ea9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_f99b9f3cc69ea690.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_f99b9f3cc69ea690 +-- problem_id: v2p_m4_3ddd61e839ae7778 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fbfeef40a57008b5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fbfeef40a57008b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..94ccb9ba58727cbd3dc2bce467b71eeac4da04ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fbfeef40a57008b5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_fbfeef40a57008b5 +-- problem_id: v2p_m4_314399502c1e7f91 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "children" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fc9319b0285d4d23.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fc9319b0285d4d23.sql new file mode 100644 index 0000000000000000000000000000000000000000..c06e8b9cb573123ce9c945c47e56c080b683ab9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fc9319b0285d4d23.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m4_fc9319b0285d4d23 +-- problem_id: v2p_m4_6939b0fe5a8cd707 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", SUM(CAST("children" AS NUMERIC)) AS total_measure +FROM "m4" +GROUP BY "children" +ORDER BY total_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fddcf0b803bad807.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fddcf0b803bad807.sql new file mode 100644 index 0000000000000000000000000000000000000000..f413f031990718be7e3db5d4d5b5d7dc52a29bcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_d/m4/sql/v2q_m4_fddcf0b803bad807.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_fddcf0b803bad807 +-- problem_id: v2p_m4_053154fea7828465 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC;